Open Vocabulary Segmentation on ADE CS
43.21mIoUViT-Adapter
Evaluation Results
| Method | Links | |
|---|---|---|
| ViT-AdapterEvaluation Protocol=Most similar evaluation, Semantics Level=Full2023.10 | 43.21 | |
| ViT-AdapterEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Level 2 only2023.10 | 31.63 | |
| ViT-AdapterEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Full2023.10 | 30.29 | |
| ViT-AdapterEvaluation Protocol=Most similar evaluation, Semantics Level=Level 2 only2023.10 | 28.99 | |
| LSegEvaluation Protocol=Most similar evaluation, Semantics Level=Full2023.10 | 25.11 | |
| LSegEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Level 2 only2023.10 | 16.23 | |
| X-DecoderEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Level 2 only2023.10 | 14.39 | |
| X-DecoderEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Full2023.10 | 12.77 | |
| LSegEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Full2023.10 | 11.37 | |
| ZSSegEvaluation Protocol=Most similar evaluation, Semantics Level=Full2023.10 | 9.14 | |
| ZSSegEvaluation Protocol=Most similar evaluation, Semantics Level=Level 2 only2023.10 | 6.35 | |
| LSegEvaluation Protocol=Most similar evaluation, Semantics Level=Level 2 only2023.10 | 6.35 | |
| X-DecoderEvaluation Protocol=Most similar evaluation, Semantics Level=Full2023.10 | 5.88 | |
| ZSSegEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Level 2 only2023.10 | 5.86 | |
| X-DecoderEvaluation Protocol=Most similar evaluation, Semantics Level=Level 2 only2023.10 | 4.85 | |
| ZSSegEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Full2023.10 | 3.05 |