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Benchmarks
Surgical Video Recognition on AIxSuture
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43.48
Top-1 Accuracy
SurgRec-MAE
18.6136
25.0693
31.525
37.9807
Mar 31, 2026
Top-1 Accuracy
Updated 18d ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
SurgRec-MAE
Balanced Sampling=true
2026.03
43.48
SurgRec-MAE
2026.03
43.48
DINOv3
Pre-training Domain=Su...
2026.03
39.13
VideoMAE
Pre-training Domain=Ge...
2026.03
39.13
SurgRec-MAE
Balanced Sampling=false
2026.03
39.13
JEPA
Pre-training Domain=Ge...
2026.03
39.13
SurgRec-JEPA
Balanced Sampling=true
2026.03
39.13
Qwen2.5-VL-7B
Prompt strategy=P2
2026.03
39.13
Qwen3-VL-8B
Prompt strategy=P2
2026.03
36.96
Qwen2.5-VL-7B
Prompt strategy=P1
2026.03
36.96
DINOv3
Pre-training Domain=Ge...
2026.03
32.61
Qwen3-VL-8B
Prompt strategy=P1
2026.03
28.26
LLaVA-NeXT-7B
Prompt strategy=P1
2026.03
21.74
LLaVA-NeXT-7B
Prompt strategy=P2
2026.03
19.57
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