Datasets:
image imagewidth (px) 1.02k 1.02k | id stringlengths 8 8 | instruction stringlengths 8 279 | bbox listlengths 4 4 | point listlengths 2 2 | answer_type stringclasses 2
values | eval dict | data_type stringclasses 16
values | category stringclasses 55
values | ui_style stringclasses 5
values | language stringclasses 6
values | image_size listlengths 2 2 |
|---|---|---|---|---|---|---|---|---|---|---|---|
pbs_0000 | Use the left header to select row 30. | [
0,
687,
32,
709
] | [
16,
698
] | point | {
"type": "point_in_bbox",
"bbox": [
0,
687,
32,
709
]
} | header | row_header | bare | en | [
1024,
768
] | |
pbs_0001 | Target the cell 4 rows down from J25. | [
405,
546,
530,
565
] | [
468,
556
] | point | {
"type": "point_in_bbox",
"bbox": [
405,
546,
530,
565
]
} | relative | cell_relative_row | libreoffice | fr | [
1024,
768
] | |
pbs_0002 | Select column L by clicking its header. | [
778,
84,
841,
105
] | [
810,
95
] | point | {
"type": "point_in_bbox",
"bbox": [
778,
84,
841,
105
]
} | header | col_header | excel_white | en | [
1024,
768
] | |
pbs_0003 | Point to the draggable divider for column F. | [
470,
107,
476,
126
] | [
473,
116
] | point | {
"type": "point_in_bbox",
"bbox": [
470,
107,
476,
126
]
} | edge | col_resize_handle | libreoffice | en | [
1024,
768
] | |
pbs_0004 | Click the cell highlighted in green. | [
327,
328,
469,
349
] | [
398,
339
] | point | {
"type": "point_in_bbox",
"bbox": [
327,
328,
469,
349
]
} | color | cell_color | bare | en | [
1024,
768
] | |
pbs_0005 | 1 column left and 3 rows up from F26 | [
301,
547,
407,
566
] | [
354,
557
] | point | {
"type": "point_in_bbox",
"bbox": [
301,
547,
407,
566
]
} | relative | cell_relative_offset | excel_white | en | [
1024,
768
] | |
pbs_0006 | Select the visible red cell. | [
36,
547,
240,
566
] | [
138,
557
] | point | {
"type": "point_in_bbox",
"bbox": [
36,
547,
240,
566
]
} | color | cell_color | google_sheets | en | [
1024,
768
] | |
pbs_0007 | Target cell E15. | [
397,
302,
484,
321
] | [
441,
312
] | point | {
"type": "point_in_bbox",
"bbox": [
397,
302,
484,
321
]
} | cell | cell_ref | bare | es | [
1024,
768
] | |
pbs_0008 | Find B23 with value "ahmed65@company.ai" and click it. | [
127,
497,
342,
516
] | [
235,
507
] | point | {
"type": "point_in_bbox",
"bbox": [
127,
497,
342,
516
]
} | cell | cell_ref_content | excel_white | en | [
1024,
768
] | |
pbs_0009 | Navigate to cell I16. | [
791,
417,
902,
434
] | [
847,
426
] | point | {
"type": "point_in_bbox",
"bbox": [
791,
417,
902,
434
]
} | cell | cell_ref | excel | nl | [
1024,
768
] | |
pbs_0010 | Click the column filled cyan. | [
136,
104,
241,
483
] | [
189,
232
] | point | {
"type": "point_in_bbox",
"bbox": [
136,
104,
241,
483
]
} | color | cell_color | libreoffice | en | [
1024,
768
] | |
pbs_0011 | Click the horizontal line at the bottom edge of row 33. | [
0,
313,
39,
319
] | [
19,
316
] | point | {
"type": "point_in_bbox",
"bbox": [
0,
313,
39,
319
]
} | edge | row_resize_handle | excel_white | es | [
1024,
768
] | |
pbs_0012 | Navigate to cell A19. | [
34,
158,
129,
179
] | [
82,
169
] | point | {
"type": "point_in_bbox",
"bbox": [
34,
158,
129,
179
]
} | cell | cell_ref | google_sheets | es | [
1024,
768
] | |
pbs_0013 | Please click the header for column E. | [
475,
90,
573,
111
] | [
524,
101
] | point | {
"type": "point_in_bbox",
"bbox": [
475,
90,
573,
111
]
} | header | col_header | excel | en | [
1024,
768
] | |
pbs_0014 | Target cell F5; it displays "Ahmed Jensen". | [
216,
176,
322,
197
] | [
269,
187
] | point | {
"type": "point_in_bbox",
"bbox": [
216,
176,
322,
197
]
} | cell | cell_ref_content | excel | en | [
1024,
768
] | |
pbs_0015 | Click the visible cell value `TKT-25976`. | [
155,
300,
290,
319
] | [
223,
310
] | point | {
"type": "point_in_bbox",
"bbox": [
155,
300,
290,
319
]
} | cell | cell_content | bare | fr | [
1024,
768
] | |
pbs_0016 | Activate cell B32. | [
129,
611,
263,
629
] | [
196,
620
] | point | {
"type": "point_in_bbox",
"bbox": [
129,
611,
263,
629
]
} | cell | cell_ref | bare | en | [
1024,
768
] | |
pbs_0017 | Click the grid cell named F14. | [
381,
437,
604,
459
] | [
493,
448
] | point | {
"type": "point_in_bbox",
"bbox": [
381,
437,
604,
459
]
} | cell | cell_ref | excel_white | fr | [
1024,
768
] | |
pbs_0018 | Click the vertical line at the right edge of column E. | [
442,
120,
448,
141
] | [
445,
130
] | point | {
"type": "point_in_bbox",
"bbox": [
442,
120,
448,
141
]
} | edge | col_resize_handle | excel_white | en | [
1024,
768
] | |
pbs_0019 | Click row header 24. | [
0,
446,
40,
468
] | [
20,
457
] | point | {
"type": "point_in_bbox",
"bbox": [
0,
446,
40,
468
]
} | header | row_header | libreoffice | en | [
1024,
768
] | |
pbs_0020 | Click the thin horizontal separator below row 41. | [
0,
618,
39,
624
] | [
19,
621
] | point | {
"type": "point_in_bbox",
"bbox": [
0,
618,
39,
624
]
} | edge | row_resize_handle | excel | it | [
1024,
768
] | |
pbs_0021 | Tap cell G4. | [
612,
198,
690,
219
] | [
651,
209
] | point | {
"type": "point_in_bbox",
"bbox": [
612,
198,
690,
219
]
} | cell | cell_ref | google_sheets | en | [
1024,
768
] | |
pbs_0022 | Anchor on E14, then click the cell 1 row up. | [
294,
356,
379,
379
] | [
337,
368
] | point | {
"type": "point_in_bbox",
"bbox": [
294,
356,
379,
379
]
} | relative | cell_relative_row | google_sheets | en | [
1024,
768
] | |
pbs_0023 | Single-click cell D22. | [
448,
247,
542,
267
] | [
495,
257
] | point | {
"type": "point_in_bbox",
"bbox": [
448,
247,
542,
267
]
} | cell | cell_ref | excel_white | en | [
1024,
768
] | |
pbs_0024 | choose the column header labeled l. | [
673,
89,
736,
110
] | [
705,
100
] | point | {
"type": "point_in_bbox",
"bbox": [
673,
89,
736,
110
]
} | header | col_header | excel_white | fr | [
1024,
768
] | |
pbs_0025 | Click the top gutter label I. | [
784,
89,
847,
110
] | [
816,
100
] | point | {
"type": "point_in_bbox",
"bbox": [
784,
89,
847,
110
]
} | header | col_header | excel_white | de | [
1024,
768
] | |
pbs_0026 | row 12 height handle | [
0,
244,
32,
250
] | [
16,
247
] | point | {
"type": "point_in_bbox",
"bbox": [
0,
244,
32,
250
]
} | edge | row_resize_handle | bare | en | [
1024,
768
] | |
pbs_0027 | set focus to g8. | [
705,
253,
819,
272
] | [
762,
263
] | point | {
"type": "point_in_bbox",
"bbox": [
705,
253,
819,
272
]
} | cell | cell_ref | excel_white | en | [
1024,
768
] | |
pbs_0028 | the border between f15 and the next cell | [
543,
358,
549,
377
] | [
546,
367
] | point | {
"type": "point_in_bbox",
"bbox": [
543,
358,
549,
377
]
} | edge | cell_right_edge | libreoffice | en | [
1024,
768
] | |
pbs_0029 | Select E4, which reads Priya. | [
226,
217,
318,
239
] | [
272,
228
] | point | {
"type": "point_in_bbox",
"bbox": [
226,
217,
318,
239
]
} | cell | cell_ref_content | excel_white | es | [
1024,
768
] | |
pbs_0030 | move horizontally 2 columns right from d17, then vertically 1 row down. | [
263,
328,
363,
345
] | [
313,
337
] | point | {
"type": "point_in_bbox",
"bbox": [
263,
328,
363,
345
]
} | relative | cell_relative_offset | bare | en | [
1024,
768
] | |
pbs_0031 | Click 9 on the left edge of the grid. | [
0,
277,
35,
296
] | [
18,
287
] | point | {
"type": "point_in_bbox",
"bbox": [
0,
277,
35,
296
]
} | header | row_header | excel | es | [
1024,
768
] | |
pbs_0032 | Target the column-letter cell C. | [
207,
124,
341,
145
] | [
274,
135
] | point | {
"type": "point_in_bbox",
"bbox": [
207,
124,
341,
145
]
} | header | col_header | excel_white | de | [
1024,
768
] | |
pbs_0033 | Left-click cell G19. | [
423,
304,
627,
324
] | [
525,
314
] | point | {
"type": "point_in_bbox",
"bbox": [
423,
304,
627,
324
]
} | cell | cell_ref | excel_white | nl | [
1024,
768
] | |
pbs_0034 | Spreadsheet cell A5. | [
36,
39,
121,
57
] | [
79,
48
] | point | {
"type": "point_in_bbox",
"bbox": [
36,
39,
121,
57
]
} | cell | cell_ref | bare | en | [
1024,
768
] | |
pbs_0035 | Click where you would make row 16 shorter. | [
0,
454,
40,
460
] | [
20,
457
] | point | {
"type": "point_in_bbox",
"bbox": [
0,
454,
40,
460
]
} | edge | row_resize_handle | libreoffice | en | [
1024,
768
] | |
pbs_0036 | Click on the separator just after column E. | [
489,
100,
495,
121
] | [
492,
110
] | point | {
"type": "point_in_bbox",
"bbox": [
489,
100,
495,
121
]
} | edge | col_resize_handle | excel_white | en | [
1024,
768
] | |
pbs_0037 | Choose the `ORD-15933` cell at D7. | [
408,
154,
504,
175
] | [
456,
165
] | point | {
"type": "point_in_bbox",
"bbox": [
408,
154,
504,
175
]
} | cell | cell_ref_content | bare | en | [
1024,
768
] | |
pbs_0038 | Point to the top-left vertex of I35. | [
405,
347,
411,
353
] | [
408,
350
] | point | {
"type": "point_in_bbox",
"bbox": [
405,
347,
411,
353
]
} | corner | cell_top_left_corner | excel_white | en | [
1024,
768
] | |
pbs_0039 | Click the cell D3 that shows 'Will Wang'. | [
445,
196,
567,
217
] | [
506,
207
] | point | {
"type": "point_in_bbox",
"bbox": [
445,
196,
567,
217
]
} | cell | cell_ref_content | excel_white | it | [
1024,
768
] | |
pbs_0040 | Click on column header K. | [
779,
122,
842,
143
] | [
811,
133
] | point | {
"type": "point_in_bbox",
"bbox": [
779,
122,
842,
143
]
} | header | col_header | excel | en | [
1024,
768
] | |
pbs_0041 | Select the cell whose displayed text is "Priya Choi". | [
685,
227,
826,
246
] | [
756,
237
] | point | {
"type": "point_in_bbox",
"bbox": [
685,
227,
826,
246
]
} | cell | cell_content | google_sheets | de | [
1024,
768
] | |
pbs_0042 | Find the cell containing Sam and click it. | [
322,
86,
397,
107
] | [
360,
97
] | point | {
"type": "point_in_bbox",
"bbox": [
322,
86,
397,
107
]
} | cell | cell_content | bare | en | [
1024,
768
] | |
pbs_0043 | the orange column | [
491,
0,
605,
341
] | [
548,
172
] | point | {
"type": "point_in_bbox",
"bbox": [
491,
0,
605,
341
]
} | color | cell_color | bare | en | [
1024,
768
] | |
pbs_0044 | Place the cursor on the resize handle for column D. | [
627,
105,
633,
124
] | [
630,
114
] | point | {
"type": "point_in_bbox",
"bbox": [
627,
105,
633,
124
]
} | edge | col_resize_handle | libreoffice | en | [
1024,
768
] | |
pbs_0045 | Click the bottom-left corner of cell B16. | [
184,
349,
190,
355
] | [
187,
352
] | point | {
"type": "point_in_bbox",
"bbox": [
184,
349,
190,
355
]
} | corner | cell_bottom_left_corner | libreoffice | en | [
1024,
768
] | |
pbs_0046 | Tap the cell that shows `7802407745`. | [
36,
343,
153,
363
] | [
95,
353
] | point | {
"type": "point_in_bbox",
"bbox": [
36,
343,
153,
363
]
} | cell | cell_content | excel | en | [
1024,
768
] | |
pbs_0047 | Click the target cell located 3 rows up from C15. | [
237,
316,
327,
337
] | [
282,
327
] | point | {
"type": "point_in_bbox",
"bbox": [
237,
316,
327,
337
]
} | relative | cell_relative_row | excel_white | en | [
1024,
768
] | |
pbs_0048 | click where the top and left borders of f7 meet. | [
497,
237,
503,
243
] | [
500,
240
] | point | {
"type": "point_in_bbox",
"bbox": [
497,
237,
503,
243
]
} | corner | cell_top_left_corner | libreoffice | nl | [
1024,
768
] | |
pbs_0049 | Select a cell on the blue row. | [
0,
231,
636,
253
] | [
197,
242
] | point | {
"type": "point_in_bbox",
"bbox": [
0,
231,
636,
253
]
} | color | cell_color | libreoffice | it | [
1024,
768
] | |
pbs_0050 | the green cell | [
322,
258,
403,
278
] | [
363,
268
] | point | {
"type": "point_in_bbox",
"bbox": [
322,
258,
403,
278
]
} | color | cell_color | google_sheets | it | [
1024,
768
] | |
pbs_0051 | Click on cell B5. | [
42,
132,
157,
150
] | [
100,
141
] | point | {
"type": "point_in_bbox",
"bbox": [
42,
132,
157,
150
]
} | cell | cell_ref | excel_white | en | [
1024,
768
] | |
pbs_0052 | Move to the northwest corner of cell D15. | [
392,
450,
398,
456
] | [
395,
453
] | point | {
"type": "point_in_bbox",
"bbox": [
392,
450,
398,
456
]
} | corner | cell_top_left_corner | google_sheets | en | [
1024,
768
] | |
pbs_0053 | Click the cell that reads EMP-69521. | [
266,
654,
347,
677
] | [
307,
666
] | point | {
"type": "point_in_bbox",
"bbox": [
266,
654,
347,
677
]
} | cell | cell_content | google_sheets | en | [
1024,
768
] | |
pbs_0054 | Target the column-letter cell H. | [
788,
95,
874,
114
] | [
831,
105
] | point | {
"type": "point_in_bbox",
"bbox": [
788,
95,
874,
114
]
} | header | col_header | libreoffice | en | [
1024,
768
] | |
pbs_0055 | Go to the cell that contains `Synthex`. | [
820,
313,
911,
333
] | [
866,
323
] | point | {
"type": "point_in_bbox",
"bbox": [
820,
313,
911,
333
]
} | cell | cell_content | libreoffice | en | [
1024,
768
] | |
pbs_0056 | bottom-left corner of B10 | [
33,
205,
39,
211
] | [
36,
208
] | point | {
"type": "point_in_bbox",
"bbox": [
33,
205,
39,
211
]
} | corner | cell_bottom_left_corner | bare | es | [
1024,
768
] | |
pbs_0057 | Point to G20, where the value is `Support`. | [
320,
458,
398,
478
] | [
359,
468
] | point | {
"type": "point_in_bbox",
"bbox": [
320,
458,
398,
478
]
} | cell | cell_ref_content | libreoffice | nl | [
1024,
768
] | |
pbs_0058 | Click the cell boundary immediately below F18. | [
146,
324,
231,
330
] | [
188,
327
] | point | {
"type": "point_in_bbox",
"bbox": [
146,
324,
231,
330
]
} | edge | cell_bottom_edge | bare | it | [
1024,
768
] | |
pbs_0059 | Click G in the column header row. | [
251,
93,
355,
114
] | [
303,
104
] | point | {
"type": "point_in_bbox",
"bbox": [
251,
93,
355,
114
]
} | header | col_header | excel | en | [
1024,
768
] | |
pbs_0060 | Click the cell 1 row up from C3. | [
33,
164,
139,
184
] | [
86,
174
] | point | {
"type": "point_in_bbox",
"bbox": [
33,
164,
139,
184
]
} | relative | cell_relative_row | excel | en | [
1024,
768
] | |
pbs_0061 | Click the boundary that closes cell C22 on the right. | [
392,
384,
398,
403
] | [
395,
393
] | point | {
"type": "point_in_bbox",
"bbox": [
392,
384,
398,
403
]
} | edge | cell_right_edge | excel | en | [
1024,
768
] | |
pbs_0062 | Point at the right gridline of C14. | [
331,
388,
337,
406
] | [
334,
397
] | point | {
"type": "point_in_bbox",
"bbox": [
331,
388,
337,
406
]
} | edge | cell_right_edge | google_sheets | en | [
1024,
768
] | |
pbs_0063 | Click on I19 where it says "INV-79948". | [
418,
488,
500,
506
] | [
459,
497
] | point | {
"type": "point_in_bbox",
"bbox": [
418,
488,
500,
506
]
} | cell | cell_ref_content | excel | de | [
1024,
768
] | |
pbs_0064 | row header 16 | [
0,
486,
30,
508
] | [
15,
497
] | point | {
"type": "point_in_bbox",
"bbox": [
0,
486,
30,
508
]
} | header | row_header | excel | en | [
1024,
768
] | |
pbs_0065 | Click where you would make row 7 shorter. | [
0,
289,
34,
295
] | [
17,
292
] | point | {
"type": "point_in_bbox",
"bbox": [
0,
289,
34,
295
]
} | edge | row_resize_handle | libreoffice | es | [
1024,
768
] | |
pbs_0066 | Click the column selector marked D. | [
493,
121,
646,
142
] | [
570,
132
] | point | {
"type": "point_in_bbox",
"bbox": [
493,
121,
646,
142
]
} | header | col_header | excel_white | es | [
1024,
768
] | |
pbs_0067 | Click the right border of column D. | [
386,
92,
392,
111
] | [
389,
101
] | point | {
"type": "point_in_bbox",
"bbox": [
386,
92,
392,
111
]
} | edge | col_resize_handle | google_sheets | en | [
1024,
768
] | |
pbs_0068 | Click where you would make column E wider. | [
439,
128,
445,
149
] | [
442,
138
] | point | {
"type": "point_in_bbox",
"bbox": [
439,
128,
445,
149
]
} | edge | col_resize_handle | excel | en | [
1024,
768
] | |
pbs_0069 | Select cell D23. | [
310,
477,
411,
499
] | [
361,
488
] | point | {
"type": "point_in_bbox",
"bbox": [
310,
477,
411,
499
]
} | cell | cell_ref | excel | en | [
1024,
768
] | |
pbs_0070 | Select a cell on the cyan row. | [
0,
180,
504,
199
] | [
365,
190
] | point | {
"type": "point_in_bbox",
"bbox": [
0,
180,
504,
199
]
} | color | cell_color | libreoffice | en | [
1024,
768
] | |
pbs_0071 | Click on the cyan cell. | [
157,
462,
313,
481
] | [
235,
472
] | point | {
"type": "point_in_bbox",
"bbox": [
157,
462,
313,
481
]
} | color | cell_color | google_sheets | de | [
1024,
768
] | |
pbs_0072 | Point at the line separating column A from the column to its right. | [
120,
96,
126,
117
] | [
123,
106
] | point | {
"type": "point_in_bbox",
"bbox": [
120,
96,
126,
117
]
} | edge | col_resize_handle | excel_white | en | [
1024,
768
] | |
pbs_0073 | Click on I15 where it says "Fiona Johnson". | [
760,
290,
876,
309
] | [
818,
300
] | point | {
"type": "point_in_bbox",
"bbox": [
760,
290,
876,
309
]
} | cell | cell_ref_content | excel_white | nl | [
1024,
768
] | |
pbs_0074 | Move to the header above column J. | [
737,
96,
800,
117
] | [
769,
107
] | point | {
"type": "point_in_bbox",
"bbox": [
737,
96,
800,
117
]
} | header | col_header | excel | es | [
1024,
768
] | |
pbs_0075 | Click the row separator immediately below 18. | [
0,
470,
36,
476
] | [
18,
473
] | point | {
"type": "point_in_bbox",
"bbox": [
0,
470,
36,
476
]
} | edge | row_resize_handle | excel | en | [
1024,
768
] | |
pbs_0076 | click the row whose cells are green. | [
0,
191,
1008,
210
] | [
894,
201
] | point | {
"type": "point_in_bbox",
"bbox": [
0,
191,
1008,
210
]
} | color | cell_color | excel_white | fr | [
1024,
768
] | |
pbs_0077 | Click the top gutter label J. | [
630,
72,
709,
91
] | [
670,
82
] | point | {
"type": "point_in_bbox",
"bbox": [
630,
72,
709,
91
]
} | header | col_header | google_sheets | en | [
1024,
768
] | |
pbs_0078 | Target cell B16; it displays `Approved`. | [
42,
336,
144,
357
] | [
93,
347
] | point | {
"type": "point_in_bbox",
"bbox": [
42,
336,
144,
357
]
} | cell | cell_ref_content | excel_white | en | [
1024,
768
] | |
pbs_0079 | Select the cell 1 row down from G22. | [
592,
503,
683,
522
] | [
638,
513
] | point | {
"type": "point_in_bbox",
"bbox": [
592,
503,
683,
522
]
} | relative | cell_relative_row | excel | en | [
1024,
768
] | |
pbs_0080 | Select cell G20 ('2%'). | [
643,
398,
724,
416
] | [
684,
407
] | point | {
"type": "point_in_bbox",
"bbox": [
643,
398,
724,
416
]
} | cell | cell_ref_content | excel | it | [
1024,
768
] | |
pbs_0081 | Click where you would make column D wider. | [
511,
81,
517,
100
] | [
514,
90
] | point | {
"type": "point_in_bbox",
"bbox": [
511,
81,
517,
100
]
} | edge | col_resize_handle | libreoffice | en | [
1024,
768
] | |
pbs_0082 | click the cell whose value is 54%. | [
765,
352,
851,
373
] | [
808,
363
] | point | {
"type": "point_in_bbox",
"bbox": [
765,
352,
851,
373
]
} | cell | cell_content | bare | en | [
1024,
768
] | |
pbs_0083 | Start dragging the right edge of column I. | [
787,
116,
793,
135
] | [
790,
125
] | point | {
"type": "point_in_bbox",
"bbox": [
787,
116,
793,
135
]
} | edge | col_resize_handle | google_sheets | nl | [
1024,
768
] | |
pbs_0084 | Click on the letter D at the top of the grid. | [
480,
82,
572,
101
] | [
526,
92
] | point | {
"type": "point_in_bbox",
"bbox": [
480,
82,
572,
101
]
} | header | col_header | google_sheets | it | [
1024,
768
] | |
pbs_0085 | Click inside the only pink row. | [
0,
263,
935,
281
] | [
514,
272
] | point | {
"type": "point_in_bbox",
"bbox": [
0,
263,
935,
281
]
} | color | cell_color | google_sheets | fr | [
1024,
768
] | |
pbs_0086 | Click on the cell containing "6568". | [
338,
337,
414,
358
] | [
376,
348
] | point | {
"type": "point_in_bbox",
"bbox": [
338,
337,
414,
358
]
} | cell | cell_content | google_sheets | en | [
1024,
768
] | |
pbs_0087 | Move to the header above column K. | [
689,
0,
768,
19
] | [
729,
10
] | point | {
"type": "point_in_bbox",
"bbox": [
689,
0,
768,
19
]
} | header | col_header | bare | es | [
1024,
768
] | |
pbs_0088 | Point to cell E21. | [
551,
402,
641,
420
] | [
596,
411
] | point | {
"type": "point_in_bbox",
"bbox": [
551,
402,
641,
420
]
} | cell | cell_ref | bare | nl | [
1024,
768
] | |
pbs_0089 | Click the vertical line at the right edge of column H. | [
212,
83,
218,
102
] | [
215,
92
] | point | {
"type": "point_in_bbox",
"bbox": [
212,
83,
218,
102
]
} | edge | col_resize_handle | google_sheets | fr | [
1024,
768
] | |
pbs_0090 | Point to the cell 2 columns right, 2 rows down from B9. | [
367,
329,
471,
349
] | [
419,
339
] | point | {
"type": "point_in_bbox",
"bbox": [
367,
329,
471,
349
]
} | relative | cell_relative_offset | excel_white | fr | [
1024,
768
] | |
pbs_0091 | Place the selection on E20. | [
526,
545,
613,
565
] | [
570,
555
] | point | {
"type": "point_in_bbox",
"bbox": [
526,
545,
613,
565
]
} | cell | cell_ref | excel_white | en | [
1024,
768
] | |
pbs_0092 | Select the corner at the bottom-right of cell B5. | [
239,
227,
245,
233
] | [
242,
230
] | point | {
"type": "point_in_bbox",
"bbox": [
239,
227,
245,
233
]
} | corner | cell_bottom_right_corner | libreoffice | en | [
1024,
768
] | |
pbs_0093 | Click on cell C18. | [
276,
555,
381,
578
] | [
329,
567
] | point | {
"type": "point_in_bbox",
"bbox": [
276,
555,
381,
578
]
} | cell | cell_ref | excel | en | [
1024,
768
] | |
pbs_0094 | Left-click the orange cell. | [
42,
671,
117,
690
] | [
80,
681
] | point | {
"type": "point_in_bbox",
"bbox": [
42,
671,
117,
690
]
} | color | cell_color | libreoffice | fr | [
1024,
768
] | |
pbs_0095 | Point to the cell 2 columns left, 3 rows down from E15. | [
33,
320,
120,
338
] | [
77,
329
] | point | {
"type": "point_in_bbox",
"bbox": [
33,
320,
120,
338
]
} | relative | cell_relative_offset | libreoffice | it | [
1024,
768
] | |
pbs_0096 | Click the grid cell named B24. | [
35,
663,
139,
686
] | [
87,
675
] | point | {
"type": "point_in_bbox",
"bbox": [
35,
663,
139,
686
]
} | cell | cell_ref | excel | en | [
1024,
768
] | |
pbs_0097 | Click the row separator immediately below 22. | [
0,
515,
39,
521
] | [
19,
518
] | point | {
"type": "point_in_bbox",
"bbox": [
0,
515,
39,
521
]
} | edge | row_resize_handle | excel_white | es | [
1024,
768
] | |
pbs_0098 | Select the blue row. | [
0,
241,
773,
259
] | [
153,
250
] | point | {
"type": "point_in_bbox",
"bbox": [
0,
241,
773,
259
]
} | color | cell_color | excel_white | en | [
1024,
768
] | |
pbs_0099 | Tap cell F2, content '2024-10-28'. | [
129,
137,
223,
160
] | [
176,
149
] | point | {
"type": "point_in_bbox",
"bbox": [
129,
137,
223,
160
]
} | cell | cell_ref_content | excel | fr | [
1024,
768
] |
End of preview. Expand in Data Studio
Pointerbench
Pointerbench is a small GUI grounding benchmark suite for computer-use models. Each example has one screenshot, one instruction, target geometry in absolute pixels, and a binary evaluation rule.
Links:
- GitHub: https://github.com/warmwindOS/pointerbench
- Blog post: https://about.warmwind.com/pointer-bench/
- Add your model to the official benchmark leaderboard: https://warmwind.com/contact
The suite has three subsets:
| Subset | Examples | What it tests |
|---|---|---|
pointerbench-sheets |
500 | Spreadsheet cells, colors, headers, edges, corners, and relative positions |
pointerbench-text |
500 | Words, characters, punctuation, caret positions, chrome text, text bounding boxes, and invoice fields |
pointerbench-pro |
500 | Icons, text, and mixed GUI targets across 100 professional applications |
Leaderboard
Scores are percentages. The table is ranked by the reported public average across Sheets, Text, and Pro. The Fable 5 row is a uniform 50 percent sample rerun: 250 examples per benchmark, seed 20260702. Other rows are full public report runs unless otherwise noted.
| Rank | Model | Sheets | Text | Pro | Average |
|---|---|---|---|---|---|
| 1 | anthropic/claude-fable-5 |
96.0 | 58.4 | 80.8 | 78.7 |
| 2 | warmwind/pointer-1.6 (agentic) |
87.8 | 66.8 | 76.8 | 77.1 |
| 3 | anthropic/claude-sonnet-4.6 |
82.6 | 47.8 | 77.4 | 69.3 |
| 4 | anthropic/claude-opus-4.8 |
82.2 | 44.4 | 80.2 | 68.9 |
| 5 | warmwind/pointer-1.6 |
77.0 | 49.2 | 76.8 | 67.7 |
| 6 | anthropic/claude-opus-4.7 |
73.8 | 36.2 | 75.4 | 61.8 |
| 7 | openai/gpt-5.5 |
72.4 | 31.4 | 75.8 | 59.9 |
| 8 | openai/gpt-5.4 |
63.2 | 25.0 | 50.4 | 46.2 |
| 9 | openai/gpt-5 |
35.2 | 13.6 | 20.2 | 23.0 |
| 10 | x-ai/grok-4.20-multi-agent |
10.6 | 1.4 | 10.0 | 7.3 |
| 11 | moonshotai/kimi-k2.5 |
10.8 | 3.4 | 3.0 | 5.7 |
| 12 | openai/gpt-5-mini |
6.0 | 1.4 | 5.8 | 4.4 |
| 13 | moonshotai/kimi-k2.6 |
5.6 | 2.8 | 2.8 | 3.7 |
| 14 | qwen/qwen3.7-plus |
5.8 | 0.6 | 3.0 | 3.1 |
| 15 | qwen/qwen3.6-flash |
4.2 | 1.2 | 2.6 | 2.7 |
| 16 | minimax/minimax-m3 |
3.6 | 0.4 | 3.6 | 2.5 |
| 17 | qwen/qwen3.6-plus |
3.0 | 0.6 | 3.6 | 2.4 |
| 18 | qwen/qwen3-vl-235b-a22b-thinking |
2.6 | 0.4 | 3.2 | 2.1 |
| 19 | qwen/qwen3.5-9b |
2.0 | 0.2 | 2.6 | 1.6 |
| 20 | google/gemini-3.5-flash |
3.4 | 0.6 | 0.6 | 1.5 |
| 21 | openai/gpt-5-nano |
2.0 | 0.2 | 1.6 | 1.3 |
| 22 | moonshotai/kimi-k2.7-code |
0.4 | 1.8 | 0.8 | 1.0 |
| 23 | x-ai/grok-4.3 |
1.2 | 0.0 | 0.0 | 0.4 |
| 24 | google/gemini-3.1-pro-preview |
0.0 | 0.2 | 0.4 | 0.2 |
| 25 | google/gemini-3.1-pro-preview-customtools |
0.0 | 0.4 | 0.0 | 0.1 |
| 26 | stepfun/step-3.7-flash |
0.0 | 0.0 | 0.2 | 0.1 |
| 27 | x-ai/grok-build-0.1 |
0.0 | 0.0 | 0.0 | 0.0 |
| 28 | xiaomi/mimo-v2.5 |
0.0 | 0.0 | 0.0 | 0.0 |
| - | Center-click baseline | 0.4 | 0.2 | 0.2 | 0.3 |
To add your model to the official benchmark leaderboard, contact https://warmwind.com/contact.
All images are synthetic 1024x768 PNG screenshots. The datasets contain no scraped user data and no PII.
Layout
Each subset is self-contained:
pointerbench-sheets/
data/test/metadata.jsonl
data/test/0000.png
eval.py
README.md
REPRODUCE.md
pointerbench-text/
data/test/metadata.jsonl
data/test/0000.png
eval.py
README.md
REPRODUCE.md
pointerbench-pro/
data/test/metadata.jsonl
data/test/0000.png
eval.py
README.md
REPRODUCE.md
Schema
Each metadata row includes:
{
"file_name": "0000.png",
"id": "pbs_0000",
"instruction": "Click cell E11.",
"bbox": [x1, y1, x2, y2],
"point": [x, y],
"answer_type": "point",
"eval": {"type": "point_in_bbox", "bbox": [x1, y1, x2, y2]},
"data_type": "cell",
"category": "cell_ref",
"image_size": [1024, 768]
}
Point tasks are correct when the predicted point lands inside the target bbox. Bbox tasks, used in Pointerbench-Text, use an asymmetric overlap rule: a hit requires the ground truth to be almost fully covered (coverage >= 0.90) and the prediction to stay reasonably tight around it (precision >= 0.70). This penalises predictions that cut off part of the target far more than predictions that wrap it with some margin.
Evaluation
Run the scorer inside a subset folder:
python eval.py --predictions preds.jsonl
Predictions are JSONL rows with an id and either a point or bbox, depending
on answer_type.
Recommended inference prompt:
python eval.py --show-system-prompt
You are evaluating Pointerbench, a GUI grounding benchmark. You will receive one 1024x768 screenshot and one task instruction. Use absolute pixel coordinates with origin at the top-left of the image. Do not return normalized coordinates. Do not crop or resize the coordinate frame. For point tasks, return JSON like {"point": [x, y]}. For bounding-box tasks, return JSON like {"bbox": [x0, y0, x1, y1]}.
You can edit the prompt for your inference stack. Keep the 1024x768 absolute pixel coordinate frame fixed, and report any image resizing or multi-step zoom strategy with your results.
See each subset README for the exact distribution, schema details, and examples.
License
Dataset images and annotations are released under CC BY 4.0. The included evaluation scripts are released under MIT.
- Downloads last month
- 2,127