Semantic Segmentation
Papers
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | InternImage-H (M3I Pre-training) | Params (M) | 1,310 | — | Unverified |
| 2 | ViT-P (InternImage-H) | Validation mIoU | 63.6 | — | Unverified |
| 3 | ONE-PEACE | Validation mIoU | 63 | — | Unverified |
| 4 | InternImage-H | Validation mIoU | 62.9 | — | Unverified |
| 5 | M3I Pre-training (InternImage-H) | Validation mIoU | 62.9 | — | Unverified |
| 6 | BEiT-3 | Validation mIoU | 62.8 | — | Unverified |
| 7 | EVA | Validation mIoU | 62.3 | — | Unverified |
| 8 | ViT-P (OneFormer, InternImage-H) | Validation mIoU | 61.6 | — | Unverified |
| 9 | ViT-Adapter-L (Mask2Former, BEiTv2 pretrain) | Validation mIoU | 61.5 | — | Unverified |
| 10 | FD-SwinV2-G | Validation mIoU | 61.4 | — | Unverified |