Object Detection on VOC 2012 (mIoU)
45.07mIoUVICL framework
Evaluation results
| Method | Links | |
|---|---|---|
| VICL frameworkType=Ensemble, K=162026.01 | 45.07 | |
| CONDENSERType=Fusion, K=162026.01 | 44.64 | |
| VICL frameworkType=Ensemble, K=12026.01 | 44.19 | |
| CONDENSERType=Fusion, K=12026.01 | 43.22 | |
| InMeMoType=Prompt Selection2026.01 | 43.21 | |
| Partial2Global w/ votingType=Voting2026.01 | 32.52 | |
| Partial2GlobalType=Prompt Selection2026.01 | 30.66 | |
| Prompt-Self w/ votingType=Voting2026.01 | 29.83 | |
| Task-Level PromptingType=Prompt Selection2026.01 | 29.03 | |
| SupPRType=Single2026.01 | 28.22 | |
| Prompt-SelfType=Prompt Selection2026.01 | 28.08 | |
| UnsupPRType=Single2026.01 | 26.84 | |
| RandomType=Single2026.01 | 25.45 |