Novel Emerging Segmentation on NEST (novel entity split)
67.1gIoUREAD-7B + ROSE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| READ-7B + ROSERAG=true2026.04 | 67.1 | 63.4 | |
| LISA-7B + ROSERAG=true2026.04 | 67 | 65.7 | |
| SESAME-7B + ROSERAG=true2026.04 | 65.9 | 62.5 | |
| SEEMRAG=false2026.04 | 41.8 | 27.4 | |
| Grounded-SAMRAG=false2026.04 | 39 | 31.7 | |
| LISA-7BRAG=false2026.04 | 38.4 | 28.5 | |
| GRESRAG=false2026.04 | 37.8 | 36.6 | |
| READ-7B+ Gemini-2.0 Flash SearchRAG=true2026.04 | 37.1 | 31.6 | |
| CRISRAG=false2026.04 | 36.8 | 27.3 | |
| LISA-7B+ GPT-4o mini SearchRAG=true2026.04 | 35.4 | 30.8 | |
| LISA-7B+ Gemini-2.0 Flash SearchRAG=true2026.04 | 35.2 | 29.6 | |
| READ-7B+ GPT-4o mini SearchRAG=true2026.04 | 34.9 | 31.7 | |
| SESAME-7B+ Gemini-2.0 Flash SearchRAG=true2026.04 | 30.3 | 23.8 | |
| SESAME-7B+ GPT-4o mini SearchRAG=true2026.04 | 27.8 | 22.6 | |
| READ-7BRAG=false2026.04 | 19.2 | 17.6 | |
| SESAME-7BRAG=false2026.04 | 11.1 | 7.9 |