Description on EndoVis18 VQA standard (test)
81.2GPT-4 ScoreObject Tokens (Ours)
Evaluation results
| Method | Links | |
|---|---|---|
| Object Tokens (Ours)2026.06 | 81.2 | |
| EndoChatIn-domain model=true2026.06 | 79.35 | |
| Gemma-3-12BFine-tuned=true2026.06 | 65.32 | |
| LLaMA-3.2-11BFine-tuned=true2026.06 | 63.52 | |
| GLM-4V-9BFine-tuned=true2026.06 | 57.86 |