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Benchmarks
Surgical Video Recognition on LapGyn4
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68.13
Top-1 Accuracy
SurgRec-MAE
3.2964
20.1282
36.96
53.7918
Mar 31, 2026
Top-1 Accuracy
Updated 18d ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
SurgRec-MAE
Balanced Sampling=true
2026.03
68.13
SurgRec-MAE
2026.03
68.13
SurgRec-MAE
Balanced Sampling=false
2026.03
67.07
DINOv3
Pre-training Domain=Su...
2026.03
65.63
SurgRec-JEPA
Balanced Sampling=true
2026.03
64.13
DINOv3
Pre-training Domain=Ge...
2026.03
62.68
VideoMAE
Pre-training Domain=Ge...
2026.03
62.68
JEPA
Pre-training Domain=Ge...
2026.03
60.66
Qwen3-VL-8B
Prompt strategy=P1
2026.03
19
Qwen3-VL-8B
Prompt strategy=P2
2026.03
17.84
Qwen2.5-VL-7B
Prompt strategy=P2
2026.03
14.22
Qwen2.5-VL-7B
Prompt strategy=P1
2026.03
14.13
LLaVA-NeXT-7B
Prompt strategy=P1
2026.03
8.29
LLaVA-NeXT-7B
Prompt strategy=P2
2026.03
5.79
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