Semantic Segmentation on Cityscapes (mIoU by Model Size)
73.48mIoU (Tiny)Segmenter
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SegmenterS=-, GELU Type=GELU, Quantization=Baseline2025.09 | 73.48 | 77.09 | 77.64 | 79.06 | |
| I-SegmenterS=-, GELU Type=λ-ShiftGELU, Quantization=QAT2025.09 | 70.23 | 73.28 | 73.23 | 74.09 | |
| I-SegmenterS=1, GELU Type=λ-ShiftGELU, Quantization=PTQ2025.09 | 68.31 | 71.98 | 71.85 | 72.9 | |
| I-SegmenterS=500, GELU Type=λ-ShiftGELU, Quantization=PTQ2025.09 | 67.9 | 72.05 | 70.54 | 73.35 | |
| I-SegmenterS=500, GELU Type=ShiftGELU, Quantization=PTQ2025.09 | 67.82 | 26.69 | 11.81 | 5.7 | |
| I-SegmenterS=1, GELU Type=ShiftGELU, Quantization=PTQ2025.09 | 67.48 | 22.84 | 10.3 | 3.92 |