Next Action Anticipation on MM-OR (test)
41.1Macro F1 ScoreTopoOR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TopoORMethod Category=Latent & Relational Models2026.03 | 41.1 | — | |
| SurgLatentGraphMethod Category=Latent & Relational Models2026.03 | 37.46 | — | |
| MM2SGMethod Category=LLM-Based2026.03 | 35.4 | — | |
| Vanilla TransformerMethod Category=Latent & Relational Models2026.03 | 34.8 | — | |
| LLM-basedBackbone=LLaVA-7B, Input=Predicted scene graphs, Approach=Fine-tuned2025.03 | — | 35.4 |