Novel Emerging Segmentation on NEST Overall
73gIoULISA-7B + ROSE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LISA-7B + ROSERAG=true2026.04 | 73 | 73.4 | 68.6 | |
| READ-7B + ROSERAG=true2026.04 | 72.2 | 74.2 | 68.3 | |
| SESAME-7B + ROSERAG=true2026.04 | 70.6 | 72.9 | 67.2 | |
| LISA-7B+ Gemini-2.0 Flash SearchRAG=true2026.04 | 53.8 | 69.6 | 49.3 | |
| LISA-7B+ GPT-4o mini SearchRAG=true2026.04 | 53.5 | 68.1 | 49 | |
| LISA-7BRAG=false2026.04 | 48.7 | — | 39.3 | |
| Grounded-SAMRAG=false2026.04 | 47.4 | — | 36.7 | |
| SEEMRAG=false2026.04 | 44.8 | — | 33.7 | |
| READ-7B+ Gemini-2.0 Flash SearchRAG=true2026.04 | 44.6 | 70 | 39.3 | |
| READ-7B+ GPT-4o mini SearchRAG=true2026.04 | 42.1 | 68.7 | 38.2 | |
| GRESRAG=false2026.04 | 41.4 | — | 36.3 | |
| SESAME-7B+ Gemini-2.0 Flash SearchRAG=true2026.04 | 39.2 | 71.1 | 36.6 | |
| CRISRAG=false2026.04 | 38.9 | — | 29.1 | |
| SESAME-7B+ GPT-4o mini SearchRAG=true2026.04 | 36.1 | 67.8 | 33.8 | |
| READ-7BRAG=false2026.04 | 22.5 | — | 20.2 | |
| SESAME-7BRAG=false2026.04 | 13.1 | — | 11.6 |