Add results for claude-3-7-sonnet-20250219
Browse files
claude-3-7-sonnet-20250219/results_2025-03-10T11-01-07.004431.json
ADDED
@@ -0,0 +1,386 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"config_general": {
|
3 |
+
"model_name": "claude-3-7-sonnet-20250219",
|
4 |
+
"model_dtype": "float16",
|
5 |
+
"model_size": 0
|
6 |
+
},
|
7 |
+
"results": {
|
8 |
+
"ChartQA": {
|
9 |
+
"acc": 27.56,
|
10 |
+
"acc_stderr": 0,
|
11 |
+
"accuracy": 27.56,
|
12 |
+
"human_test": {
|
13 |
+
"total": 1250,
|
14 |
+
"correct": 390,
|
15 |
+
"accuracy": 31.2
|
16 |
+
},
|
17 |
+
"augmented_test": {
|
18 |
+
"total": 1250,
|
19 |
+
"correct": 299,
|
20 |
+
"accuracy": 23.92
|
21 |
+
}
|
22 |
+
},
|
23 |
+
"CMMMU": {
|
24 |
+
"acc": 49.11,
|
25 |
+
"acc_stderr": 0,
|
26 |
+
"\u5546\u4e1a": {
|
27 |
+
"num": 126,
|
28 |
+
"correct": 43,
|
29 |
+
"accuracy": 34.13
|
30 |
+
},
|
31 |
+
"\u79d1\u5b66": {
|
32 |
+
"num": 204,
|
33 |
+
"correct": 83,
|
34 |
+
"accuracy": 40.69
|
35 |
+
},
|
36 |
+
"overall": {
|
37 |
+
"num": 900,
|
38 |
+
"correct": 442,
|
39 |
+
"accuracy": 49.11
|
40 |
+
},
|
41 |
+
"accuracy": 49.11,
|
42 |
+
"\u5065\u5eb7\u4e0e\u533b\u5b66": {
|
43 |
+
"num": 153,
|
44 |
+
"correct": 89,
|
45 |
+
"accuracy": 58.17
|
46 |
+
},
|
47 |
+
"\u6280\u672f\u4e0e\u5de5\u7a0b": {
|
48 |
+
"num": 244,
|
49 |
+
"correct": 112,
|
50 |
+
"accuracy": 45.9
|
51 |
+
},
|
52 |
+
"\u827a\u672f\u4e0e\u8bbe\u8ba1": {
|
53 |
+
"num": 88,
|
54 |
+
"correct": 64,
|
55 |
+
"accuracy": 72.73
|
56 |
+
},
|
57 |
+
"\u4eba\u6587\u793e\u4f1a\u79d1\u5b66": {
|
58 |
+
"num": 85,
|
59 |
+
"correct": 51,
|
60 |
+
"accuracy": 60.0
|
61 |
+
}
|
62 |
+
},
|
63 |
+
"CMMU": {
|
64 |
+
"acc": 25.36,
|
65 |
+
"acc_stderr": 0,
|
66 |
+
"val": {
|
67 |
+
"multiple-choice": {
|
68 |
+
"hard": {
|
69 |
+
"total": 150,
|
70 |
+
"correct": 15,
|
71 |
+
"accuracy": 10.0
|
72 |
+
},
|
73 |
+
"normal": {
|
74 |
+
"total": 1205,
|
75 |
+
"correct": 300,
|
76 |
+
"accuracy": 24.9
|
77 |
+
}
|
78 |
+
},
|
79 |
+
"fill-in-the-blank": {
|
80 |
+
"hard": {
|
81 |
+
"total": 300,
|
82 |
+
"correct": 87,
|
83 |
+
"accuracy": 29.0
|
84 |
+
},
|
85 |
+
"normal": {
|
86 |
+
"total": 507,
|
87 |
+
"correct": 171,
|
88 |
+
"accuracy": 33.73
|
89 |
+
}
|
90 |
+
},
|
91 |
+
"multiple-response": {
|
92 |
+
"hard": {
|
93 |
+
"total": 94,
|
94 |
+
"correct": 11,
|
95 |
+
"accuracy": 11.7
|
96 |
+
},
|
97 |
+
"normal": {
|
98 |
+
"total": 33,
|
99 |
+
"correct": 7,
|
100 |
+
"accuracy": 21.21
|
101 |
+
}
|
102 |
+
}
|
103 |
+
},
|
104 |
+
"test": {
|
105 |
+
"multiple-choice": {
|
106 |
+
"hard": {
|
107 |
+
"total": 150,
|
108 |
+
"correct": 21,
|
109 |
+
"accuracy": 14.0
|
110 |
+
},
|
111 |
+
"normal": {
|
112 |
+
"total": 1205,
|
113 |
+
"correct": 294,
|
114 |
+
"accuracy": 24.4
|
115 |
+
}
|
116 |
+
},
|
117 |
+
"fill-in-the-blank": {
|
118 |
+
"hard": {
|
119 |
+
"total": 296,
|
120 |
+
"correct": 84,
|
121 |
+
"accuracy": 28.38
|
122 |
+
},
|
123 |
+
"normal": {
|
124 |
+
"total": 529,
|
125 |
+
"correct": 165,
|
126 |
+
"accuracy": 31.19
|
127 |
+
}
|
128 |
+
},
|
129 |
+
"multiple-response": {
|
130 |
+
"hard": {
|
131 |
+
"total": 95,
|
132 |
+
"correct": 13,
|
133 |
+
"accuracy": 13.68
|
134 |
+
},
|
135 |
+
"normal": {
|
136 |
+
"total": 32,
|
137 |
+
"correct": 8,
|
138 |
+
"accuracy": 25.0
|
139 |
+
}
|
140 |
+
}
|
141 |
+
},
|
142 |
+
"val-overall": {
|
143 |
+
"total": 2289,
|
144 |
+
"correct": 591,
|
145 |
+
"accuracy": 25.82,
|
146 |
+
"bias_rate": 58.07
|
147 |
+
},
|
148 |
+
"test-overall": {
|
149 |
+
"total": 2307,
|
150 |
+
"correct": 585,
|
151 |
+
"accuracy": 25.36,
|
152 |
+
"bias_rate": 46.77
|
153 |
+
}
|
154 |
+
},
|
155 |
+
"MMMU": {
|
156 |
+
"acc": 52.33,
|
157 |
+
"acc_stderr": 0,
|
158 |
+
"accuracy": 52.33,
|
159 |
+
"subject_score": {
|
160 |
+
"Art": 81.67,
|
161 |
+
"Math": 10.0,
|
162 |
+
"Basic": 73.33,
|
163 |
+
"Music": 30.0,
|
164 |
+
"Design": 80.0,
|
165 |
+
"Energy": 43.33,
|
166 |
+
"Manage": 53.33,
|
167 |
+
"Public": 56.67,
|
168 |
+
"Biology": 60.0,
|
169 |
+
"Finance": 33.33,
|
170 |
+
"History": 66.67,
|
171 |
+
"Physics": 60.0,
|
172 |
+
"Clinical": 63.33,
|
173 |
+
"Computer": 40.0,
|
174 |
+
"Pharmacy": 70.0,
|
175 |
+
"Chemistry": 40.0,
|
176 |
+
"Economics": 53.33,
|
177 |
+
"Geography": 43.33,
|
178 |
+
"Marketing": 46.67,
|
179 |
+
"Materials": 40.0,
|
180 |
+
"Sociology": 73.33,
|
181 |
+
"Accounting": 50.0,
|
182 |
+
"Literature": 83.33,
|
183 |
+
"Mechanical": 20.0,
|
184 |
+
"Psychology": 76.67,
|
185 |
+
"Agriculture": 56.67,
|
186 |
+
"Diagnostics": 40.0,
|
187 |
+
"Electronics": 13.33,
|
188 |
+
"Architecture": 30.0
|
189 |
+
},
|
190 |
+
"difficulty_score": {
|
191 |
+
"Easy": 65.08,
|
192 |
+
"Hard": 28.73,
|
193 |
+
"Medium": 53.54
|
194 |
+
}
|
195 |
+
},
|
196 |
+
"MMMU_Pro_standard": {
|
197 |
+
"acc": 38.61,
|
198 |
+
"acc_stderr": 0,
|
199 |
+
"accuracy": 38.61,
|
200 |
+
"subject_score": {
|
201 |
+
"Art": 66.04,
|
202 |
+
"Math": 21.67,
|
203 |
+
"Music": 20.0,
|
204 |
+
"Design": 63.33,
|
205 |
+
"Manage": 30.0,
|
206 |
+
"Biology": 32.2,
|
207 |
+
"Finance": 33.33,
|
208 |
+
"History": 48.21,
|
209 |
+
"Physics": 36.67,
|
210 |
+
"Pharmacy": 43.86,
|
211 |
+
"Chemistry": 40.0,
|
212 |
+
"Economics": 38.98,
|
213 |
+
"Geography": 38.46,
|
214 |
+
"Marketing": 32.2,
|
215 |
+
"Materials": 16.67,
|
216 |
+
"Sociology": 53.7,
|
217 |
+
"Accounting": 32.76,
|
218 |
+
"Art_Theory": 61.82,
|
219 |
+
"Literature": 71.15,
|
220 |
+
"Psychology": 41.67,
|
221 |
+
"Agriculture": 35.0,
|
222 |
+
"Electronics": 43.33,
|
223 |
+
"Public_Health": 50.0,
|
224 |
+
"Computer_Science": 35.0,
|
225 |
+
"Energy_and_Power": 24.14,
|
226 |
+
"Clinical_Medicine": 47.46,
|
227 |
+
"Basic_Medical_Science": 36.54,
|
228 |
+
"Mechanical_Engineering": 20.34,
|
229 |
+
"Architecture_and_Engineering": 25.0,
|
230 |
+
"Diagnostics_and_Laboratory_Medicine": 28.33
|
231 |
+
},
|
232 |
+
"difficulty_score": {
|
233 |
+
"Easy": 52.65,
|
234 |
+
"Hard": 26.68,
|
235 |
+
"Medium": 35.33
|
236 |
+
}
|
237 |
+
},
|
238 |
+
"MMMU_Pro_vision": {
|
239 |
+
"acc": 68.03,
|
240 |
+
"acc_stderr": 0,
|
241 |
+
"accuracy": 68.03,
|
242 |
+
"subject_score": {
|
243 |
+
"Art": 66.04,
|
244 |
+
"Math": 70.0,
|
245 |
+
"Music": 61.67,
|
246 |
+
"Design": 70.0,
|
247 |
+
"Manage": 70.0,
|
248 |
+
"Biology": 66.1,
|
249 |
+
"Finance": 53.33,
|
250 |
+
"History": 69.64,
|
251 |
+
"Physics": 65.0,
|
252 |
+
"Pharmacy": 70.18,
|
253 |
+
"Chemistry": 70.0,
|
254 |
+
"Economics": 64.41,
|
255 |
+
"Geography": 76.92,
|
256 |
+
"Marketing": 57.63,
|
257 |
+
"Materials": 65.0,
|
258 |
+
"Sociology": 68.52,
|
259 |
+
"Accounting": 72.41,
|
260 |
+
"Art_Theory": 63.64,
|
261 |
+
"Literature": 69.23,
|
262 |
+
"Psychology": 83.33,
|
263 |
+
"Agriculture": 70.0,
|
264 |
+
"Electronics": 55.0,
|
265 |
+
"Public_Health": 63.79,
|
266 |
+
"Computer_Science": 71.67,
|
267 |
+
"Energy_and_Power": 82.76,
|
268 |
+
"Clinical_Medicine": 74.58,
|
269 |
+
"Basic_Medical_Science": 76.92,
|
270 |
+
"Mechanical_Engineering": 76.27,
|
271 |
+
"Architecture_and_Engineering": 60.0,
|
272 |
+
"Diagnostics_and_Laboratory_Medicine": 60.0
|
273 |
+
}
|
274 |
+
},
|
275 |
+
"OCRBench": {
|
276 |
+
"acc": 79.819,
|
277 |
+
"acc_stderr": 0,
|
278 |
+
"accuracy": 79.819,
|
279 |
+
"final_score": [
|
280 |
+
795,
|
281 |
+
996
|
282 |
+
],
|
283 |
+
"reject_info": {
|
284 |
+
"reject_rate": 0.4,
|
285 |
+
"reject_number": 4,
|
286 |
+
"total_question": 1000
|
287 |
+
},
|
288 |
+
"Doc-oriented VQA": [
|
289 |
+
173,
|
290 |
+
196
|
291 |
+
],
|
292 |
+
"Scene Text-centric VQA": [
|
293 |
+
169,
|
294 |
+
200
|
295 |
+
],
|
296 |
+
"Handwriting Recognition": [
|
297 |
+
38,
|
298 |
+
50
|
299 |
+
],
|
300 |
+
"Digit String Recognition": [
|
301 |
+
33,
|
302 |
+
50
|
303 |
+
],
|
304 |
+
"Regular Text Recognition": [
|
305 |
+
49,
|
306 |
+
50
|
307 |
+
],
|
308 |
+
"Artistic Text Recognition": [
|
309 |
+
44,
|
310 |
+
50
|
311 |
+
],
|
312 |
+
"Irregular Text Recognition": [
|
313 |
+
45,
|
314 |
+
50
|
315 |
+
],
|
316 |
+
"Key Information Extraction": [
|
317 |
+
176,
|
318 |
+
200
|
319 |
+
],
|
320 |
+
"Non-Semantic Text Recognition": [
|
321 |
+
47,
|
322 |
+
50
|
323 |
+
],
|
324 |
+
"Handwritten Mathematical Expression Recognition": [
|
325 |
+
21,
|
326 |
+
100
|
327 |
+
]
|
328 |
+
},
|
329 |
+
"MathVision": {
|
330 |
+
"acc": 45.38,
|
331 |
+
"acc_stderr": 0,
|
332 |
+
"accuracy": 45.38,
|
333 |
+
"reject_info": {
|
334 |
+
"reject_rate": 0.03,
|
335 |
+
"reject_number": 1,
|
336 |
+
"total_question": 3040
|
337 |
+
}
|
338 |
+
},
|
339 |
+
"CII-Bench": {
|
340 |
+
"acc": 59.26,
|
341 |
+
"acc_stderr": 0,
|
342 |
+
"accuracy": 59.26,
|
343 |
+
"reject_info": {
|
344 |
+
"reject_rate": 0.52,
|
345 |
+
"reject_number": 4,
|
346 |
+
"total_question": 765
|
347 |
+
},
|
348 |
+
"domain_score": {
|
349 |
+
"Art": 55.15,
|
350 |
+
"CTC": 52.24,
|
351 |
+
"Env.": 62.75,
|
352 |
+
"Life": 63.64,
|
353 |
+
"Society": 59.46,
|
354 |
+
"Politics": 70.83
|
355 |
+
},
|
356 |
+
"emotion_score": {
|
357 |
+
"Neutral": 59.62,
|
358 |
+
"Negative": 59.25,
|
359 |
+
"Positive": 58.87
|
360 |
+
}
|
361 |
+
},
|
362 |
+
"Blink": {
|
363 |
+
"acc": 63.34,
|
364 |
+
"acc_stderr": 0,
|
365 |
+
"Jigsaw": 63.33,
|
366 |
+
"IQ Test": 26.67,
|
367 |
+
"Counting": 65.0,
|
368 |
+
"accuracy": 63.34,
|
369 |
+
"Art Style": 83.76,
|
370 |
+
"Relative Depth": 75.81,
|
371 |
+
"Spatial Relation": 75.52,
|
372 |
+
"Visual Similarity": 86.67,
|
373 |
+
"Forensic Detection": 57.58,
|
374 |
+
"Object Localization": 60.66,
|
375 |
+
"Multi-view Reasoning": 54.14,
|
376 |
+
"Relative Reflectance": 31.34,
|
377 |
+
"Visual Correspondence": 91.28,
|
378 |
+
"Semantic Correspondence": 50.36,
|
379 |
+
"Functional Correspondence": 63.85
|
380 |
+
}
|
381 |
+
},
|
382 |
+
"versions": {},
|
383 |
+
"config_tasks": {},
|
384 |
+
"summary_tasks": {},
|
385 |
+
"summary_general": {}
|
386 |
+
}
|