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General VQA on MMStar (test)
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71.3
Overall Accuracy
Ours (CDRL + CA-TTS)
59.756
62.753
65.75
68.747
Mar 12, 2026
Overall Accuracy
PE Score
RE Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Overall Accuracy
PE Score
RE Score
Ours (CDRL + CA-TTS)
Framework Type=Trainin...
2026.03
71.3
67.8
77.2
Majority Voting
Framework Type=Trainin...
2026.03
69
63.6
77
We-Think
Framework Type=Trainin...
2026.03
65.1
62.6
70.1
R1-Onevision
Framework Type=Trainin...
2026.03
63.7
60.8
66.9
VL-Rethinker
Framework Type=Trainin...
2026.03
63.4
60.7
66.5
DreamPRM
Framework Type=Trainin...
2026.03
62.3
-
-
Deepconf
Framework Type=Trainin...
2026.03
61.1
58.2
71
Pass@1
Framework Type=Trainin...
2026.03
60.2
58.4
68.2
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