Semantic Segmentation on RealLQ
39.8mIoURASS
Evaluation results
| Method | Links | |
|---|---|---|
| RASSEvaluation Protocol=FT, FPS=3.4, Params=1788.7M, Params Trainable=27.9M2026.02 | 39.8 | |
| RASSEvaluation Protocol=R2S, FPS=3.4, Params=1788.7M, Params Trainable=27.9M2026.02 | 37.84 | |
| Mask2FormerEvaluation Protocol=R2S, FPS=5.4, Params=215.5M, Params Trainable=215.5M2026.02 | 34.83 | |
| Mask2FormerEvaluation Protocol=FT, FPS=5.4, Params=215.5M, Params Trainable=215.5M2026.02 | 34.41 | |
| PEM+Evaluation Protocol=FT, FPS=9.7, Params=207.1M, Params Trainable=207.1M2026.02 | 34.38 | |
| PEM+Evaluation Protocol=DT, FPS=9.7, Params=207.1M, Params Trainable=207.1M2026.02 | 33.52 | |
| Mask2FormerEvaluation Protocol=DT, FPS=5.4, Params=215.5M, Params Trainable=215.5M2026.02 | 33.15 | |
| PEM+Evaluation Protocol=R2S, FPS=9.7, Params=207.1M, Params Trainable=207.1M2026.02 | 31.8 | |
| SegFormerEvaluation Protocol=R2S, Params=84.7M, Params Trainable=84.7M2026.02 | 25.31 | |
| SegFormerEvaluation Protocol=FT, Params=84.7M, Params Trainable=84.7M2026.02 | 22.63 | |
| SegFormerEvaluation Protocol=DT, Params=84.7M, Params Trainable=84.7M2026.02 | 22.54 | |
| FeedFormerEvaluation Protocol=R2S, FPS=50.4, Params=29.1M, Params Trainable=27.9M2026.02 | 21.19 | |
| FeedFormerEvaluation Protocol=DT, FPS=50.4, Params=29.1M, Params Trainable=27.9M2026.02 | 20.87 | |
| FeedFormerEvaluation Protocol=FT, FPS=50.4, Params=29.1M, Params Trainable=27.9M2026.02 | 19.19 | |
| SeaFormerEvaluation Protocol=R2S, FPS=31.1, Params=14M, Params Trainable=14M2026.02 | 17.86 | |
| SeaFormerEvaluation Protocol=DT, FPS=31.1, Params=14M, Params Trainable=14M2026.02 | 15.52 | |
| SeaFormerEvaluation Protocol=FT, FPS=31.1, Params=14M, Params Trainable=14M2026.02 | 14.97 |