Foreground Segmentation on Pascal-5i Fold-1 (test)
54.96mIoUMULTI-VQGAN
Evaluation results
| Method | Links | |
|---|---|---|
| MULTI-VQGANType=Fusion, K=162026.01 | 54.96 | |
| MULTI-VQGANType=Fusion, K=82026.01 | 53.83 | |
| CONDENSERType=Fusion, K=162026.01 | 52.06 | |
| CONDENSERType=Fusion, K=82026.01 | 50.59 | |
| InMeMoType=Single Prompt Selection2026.01 | 47.68 | |
| LaPR w/ votingRef.=CVPR 2026, Voting Strategy=Yes2026.04 | 47.44 | |
| LaPRRef.=CVPR 2026, Voting Strategy=No2026.04 | 46.27 | |
| RH-Partial2Global w/ votingRef.=NIPS 2025, Voting Strategy=Yes2026.04 | 45.88 | |
| Partial2GlobalType=Voting2026.01 | 45.5 | |
| Partial2Global w/ votingRef.=NIPS 2024, Voting Strategy=Yes2026.04 | 45.5 | |
| Task-Level PromptingType=Single Prompt Selection2026.01 | 44.37 | |
| Prompt-SelfType=Voting2026.01 | 43.34 | |
| Prompt-SelFRef.=TIP 2025, Voting Strategy=Yes2026.04 | 43.34 | |
| Zhu et al.Ref.=AAAI 2025, Voting Strategy=No2026.04 | 42.22 | |
| RH-Partial2GlobalRef.=NIPS 2025, Voting Strategy=No2026.04 | 42.15 | |
| Partial2GlobalType=Single Prompt Selection2026.01 | 41.54 | |
| Partial2GlobalRef.=NIPS 2024, Voting Strategy=No2026.04 | 41.54 | |
| UnsupPR w/ votingRef.=NIPS 2023, Voting Strategy=Yes2026.04 | 41.32 | |
| SupPRType=Single Prompt Selection2026.01 | 38.43 | |
| SupPRRef.=NIPS 2023, Voting Strategy=No2026.04 | 38.43 | |
| Prompt-SelfType=Single Prompt Selection2026.01 | 38.25 | |
| UnsupPRType=Single Prompt Selection2026.01 | 35.92 | |
| UnsupPRRef.=NIPS 2023, Voting Strategy=No2026.04 | 35.92 | |
| RandomType=Single Prompt Selection2026.01 | 30.21 | |
| RandomRef.=NIPS 2022, Voting Strategy=No2026.04 | 30.21 |