Generic Segmentation on FIND-Bench
57.7mAPGrounding-SAM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Grounding-SAMModel Size=Huge, Prompt Type=Class2023.12 | 57.7 | 58.9 | 63.2 | |
| Grounding-SAMModel Size=Huge, Prompt Type=Description2023.12 | 56.6 | 56.1 | 62.5 | |
| CLIP/ImageBindModel Size=Huge, Prompt Type=Visual Context2023.12 | 51.4 | — | 61.3 | |
| FINDModel Size=Large, Prompt Type=Visual Context2023.12 | 50.8 | — | 67.4 | |
| FINDModel Size=Large, Prompt Type=Class2023.12 | 49 | 55.5 | 56.7 | |
| Mask2FormerModel Size=Large, Prompt Type=Class2023.12 | 48.6 | 57.8 | 67.4 | |
| X-DecoderModel Size=Large, Prompt Type=Class2023.12 | 46.7 | 56.9 | 67.5 | |
| X-DecoderModel Size=Base, Prompt Type=Class2023.12 | 46.4 | 56.1 | 66.3 | |
| FINDModel Size=Tiny, Prompt Type=Class2023.12 | 42.3 | 51 | 62 | |
| FINDModel Size=Tiny, Prompt Type=Visual Context2023.12 | 41.8 | — | 32.3 | |
| X-DecoderModel Size=Tiny, Prompt Type=Class2023.12 | 39.7 | 50.8 | 62.2 | |
| FINDModel Size=Large, Prompt Type=Description2023.12 | 38.9 | 49.5 | 57.1 | |
| X-DecoderModel Size=Tiny, Prompt Type=Description2023.12 | 20.8 | 22.5 | 15 | |
| FINDModel Size=Tiny, Prompt Type=Description2023.12 | 19.5 | 51.6 | 30.2 | |
| X-DecoderModel Size=Tiny, Prompt Type=Visual Context2023.12 | 18.5 | — | 15.9 |