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Benchmarks
Surgical Video Recognition on Cat-101
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35.16
Top-1 Accuracy
SurgRec-MAE
7.5272
14.7011
21.875
29.0489
Mar 31, 2026
Top-1 Accuracy
Updated 18d ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
SurgRec-MAE
2026.03
35.16
Qwen3-VL-8B
Prompt strategy=P1
2026.03
13.28
Qwen3-VL-8B
Prompt strategy=P2
2026.03
11.72
Qwen2.5-VL-7B
Prompt strategy=P2
2026.03
11.72
Qwen2.5-VL-7B
Prompt strategy=P1
2026.03
10.94
LLaVA-NeXT-7B
Prompt strategy=P1
2026.03
8.59
LLaVA-NeXT-7B
Prompt strategy=P2
2026.03
8.59
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