Multimodal Relation Extraction on MNRE
84.7F1 ScoreSAVER
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SAVER2026.05 | 84.7 | 0.8 | |
| RSRNeT2026.05 | 83.9 | — | |
| Code-MIELLM_backbone=Qwen3-8B, visual_encoder=vit-base2026.03 | 73.94 | — | |
| KnowCoderfine-tuning=LoRA, visual_encoder=vit-base2026.03 | 70.66 | — | |
| Code4UIEfine-tuning=LoRA, visual_encoder=vit-base2026.03 | 69.9 | — | |
| CodeIEfine-tuning=LoRA, visual_encoder=vit-base2026.03 | 69.8 | — | |
| CodeKGCfine-tuning=LoRA, visual_encoder=vit-base2026.03 | 69.68 | — | |
| REAMOfine-tuning=LoRA2026.03 | 67.14 | — | |
| Qwen3-VL-8Bfine-tuning=LoRA2026.03 | 66.27 | — |