Open Vocabulary Segmentation on Mapillary CS
40.15mIoUViT-Adapter
Evaluation Results
| Method | Links | |
|---|---|---|
| ViT-AdapterEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Level 2 only2023.10 | 40.15 | |
| ViT-AdapterEvaluation Protocol=Most similar evaluation, Semantics Level=Full2023.10 | 37.94 | |
| ViT-AdapterEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Full2023.10 | 24.69 | |
| LSegEvaluation Protocol=Most similar evaluation, Semantics Level=Full2023.10 | 24.51 | |
| LSegEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Level 2 only2023.10 | 22.97 | |
| X-DecoderEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Level 2 only2023.10 | 20.26 | |
| ZSSegEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Level 2 only2023.10 | 13.75 | |
| LSegEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Full2023.10 | 11.81 | |
| X-DecoderEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Full2023.10 | 9.39 | |
| X-DecoderEvaluation Protocol=Most similar evaluation, Semantics Level=Full2023.10 | 9.07 | |
| ZSSegEvaluation Protocol=Most similar evaluation, Semantics Level=Full2023.10 | 5.39 | |
| ZSSegEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Full2023.10 | 3.39 | |
| X-DecoderEvaluation Protocol=Most similar evaluation, Semantics Level=Level 2 only2023.10 | 2.03 | |
| ZSSegEvaluation Protocol=Most similar evaluation, Semantics Level=Level 2 only2023.10 | 0.67 | |
| LSegEvaluation Protocol=Most similar evaluation, Semantics Level=Level 2 only2023.10 | 0.01 | |
| ViT-AdapterEvaluation Protocol=Most similar evaluation, Semantics Level=Level 2 only2023.10 | 0 |