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Benchmarks
Surgical Video Recognition on CAT-1k
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18.81
Top-1 Accuracy
SurgRec-MAE
3.366
7.3755
11.385
15.3945
Mar 31, 2026
Top-1 Accuracy
Updated 18d ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
SurgRec-MAE
2026.03
18.81
LLaVA-NeXT-7B
Prompt strategy=P1
2026.03
5.94
Qwen2.5-VL-7B
Prompt strategy=P1
2026.03
5.94
Qwen2.5-VL-7B
Prompt strategy=P2
2026.03
5.94
Qwen3-VL-8B
Prompt strategy=P1
2026.03
4.95
Qwen3-VL-8B
Prompt strategy=P2
2026.03
4.95
LLaVA-NeXT-7B
Prompt strategy=P2
2026.03
3.96
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