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Benchmarks
Surgical Video Recognition on M2CAI16
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38.05
Top-1 Accuracy
SurgRec-MAE
11.3636
18.2918
25.22
32.1482
Mar 31, 2026
Top-1 Accuracy
Updated 18d ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
SurgRec-MAE
Balanced Sampling=true
2026.03
38.05
SurgRec-JEPA
Balanced Sampling=true
2026.03
38.05
SurgRec-MAE
2026.03
38.05
Qwen3-VL-8B
Prompt strategy=P2
2026.03
35.4
Qwen3-VL-8B
Prompt strategy=P1
2026.03
33.63
SurgRec-MAE
Balanced Sampling=false
2026.03
30.09
JEPA
Pre-training Domain=Ge...
2026.03
26.55
DINOv3
Pre-training Domain=Su...
2026.03
25.66
DINOv3
Pre-training Domain=Ge...
2026.03
23.01
Qwen2.5-VL-7B
Prompt strategy=P2
2026.03
21.24
Qwen2.5-VL-7B
Prompt strategy=P1
2026.03
19.47
LLaVA-NeXT-7B
Prompt strategy=P1
2026.03
16.81
VideoMAE
Pre-training Domain=Ge...
2026.03
12.39
LLaVA-NeXT-7B
Prompt strategy=P2
2026.03
12.39
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