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Benchmarks
Single-Phrase Grounded QA on EndoVis18 VQA standard (test)
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76.67
Accuracy
Object Tokens (Ours)
44.5236
52.8693
61.215
69.5607
Jun 14, 2026
Accuracy
mIoU
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
mIoU
Object Tokens (Ours)
2026.06
76.67
79.67
LLaMA-3.2-11B
Fine-tuned=true
2026.06
72.59
79.78
EndoChat
In-domain model=true
2026.06
71.47
86.89
Gemma-3-12B
Fine-tuned=true
2026.06
68.58
78.46
GLM-4V-9B
Fine-tuned=true
2026.06
45.76
51.44
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