Referring Segmentation on Intent2Part InstructPart
78.3mIoUSegWorld v2
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SegWorld v2Evaluation Protocol=fine-tuned2026.05 | 78.3 | 56.4 | 100 | |
| SegWorld v1Evaluation Protocol=fine-tuned2026.05 | 78.2 | 56.3 | 100 | |
| Sa2VA-finetuneEvaluation Protocol=fine-tuned2026.05 | 71.2 | 51.3 | 92 | |
| SAM3-IEvaluation Protocol=fine-tuned2026.05 | 70.1 | 50.5 | 100 | |
| Affordance-R1Evaluation Protocol=fine-tuned2026.05 | 68.5 | 49.3 | 99 | |
| UniPixel-finetuneEvaluation Protocol=fine-tuned2026.05 | 62.7 | 45.1 | 100 | |
| SAM3 AgentEvaluation Protocol=fine-tuned2026.05 | 59.2 | 42.6 | 98 | |
| LISA-finetuneEvaluation Protocol=fine-tuned2026.05 | 58.3 | 42 | 100 | |
| vanilla Sa2VAEvaluation Protocol=off-the-shelf2026.05 | 51 | 36.7 | 57 |