ReasonSeg
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Reasoning Segmentation | ReasonSeg (val) | gIoU79.3 | 327 | |
| Reasoning Segmentation | ReasonSeg (test) | gIoU73.8 | 236 | |
| Reasoning Segmentation | ReasonSeg long (test) | cIoU0.733 | 40 | |
| Reasoning Segmentation | ReasonSeg short (test) | cIoU59.4 | 40 | |
| Reasoning Segmentation | ReasonSeg | gIoU61.9 | 33 | |
| Visual Grounding | ReasonSeg | cIoU (Overall)61.6 | 15 | |
| Reasoning Segmentation | ReasonSeg zero-shot (val) | gIoU63.5 | 11 | |
| Reasoning Segmentation | ReasonSeg zero-shot (test) | gIoU60.3 | 10 | |
| Referring Expression Segmentation | ReasonSeg (test) | mIoU64.2 | 9 | |
| Referring Expression Segmentation | ReasonSeg (val) | mIoU66.3 | 9 | |
| Reasoning Segmentation | ReasonSeg (combined) | Average Score68.6 | 6 | |
| Reasoning segmentation | REASONSEG HARD (test) | gIoU58.6 | 6 |
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