Open Vocabulary Segmentation on COCO CS
54.19mIoUViT-Adapter
Evaluation Results
| Method | Links | |
|---|---|---|
| ViT-AdapterEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Level 2 only2023.10 | 54.19 | |
| ViT-AdapterEvaluation Protocol=Most similar evaluation, Semantics Level=Full2023.10 | 46.97 | |
| ViT-AdapterEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Full2023.10 | 39.16 | |
| LSegEvaluation Protocol=Most similar evaluation, Semantics Level=Full2023.10 | 37.1 | |
| X-DecoderEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Full2023.10 | 28.14 | |
| X-DecoderEvaluation Protocol=Most similar evaluation, Semantics Level=Full2023.10 | 25.33 | |
| X-DecoderEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Level 2 only2023.10 | 22.52 | |
| LSegEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Full2023.10 | 20.41 | |
| LSegEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Level 2 only2023.10 | 14.66 | |
| LSegEvaluation Protocol=Most similar evaluation, Semantics Level=Level 2 only2023.10 | 14.59 | |
| ViT-AdapterEvaluation Protocol=Most similar evaluation, Semantics Level=Level 2 only2023.10 | 12.55 | |
| ZSSegEvaluation Protocol=Most similar evaluation, Semantics Level=Full2023.10 | 10.87 | |
| X-DecoderEvaluation Protocol=Most similar evaluation, Semantics Level=Level 2 only2023.10 | 10.19 | |
| ZSSegEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Level 2 only2023.10 | 8.28 | |
| ZSSegEvaluation Protocol=Most similar evaluation, Semantics Level=Level 2 only2023.10 | 3.21 | |
| ZSSegEvaluation Protocol=Sufficient similarity evaluation, Semantics Level=Full2023.10 | 2.24 |