Foreground Segmentation on Pascal-5i Fold-0 (test)
47.64mIoUMULTI-VQGAN
Evaluation results
| Method | Links | |
|---|---|---|
| MULTI-VQGANType=Fusion, K=162026.01 | 47.64 | |
| MULTI-VQGANType=Fusion, K=82026.01 | 47.13 | |
| CONDENSERType=Fusion, K=162026.01 | 45.53 | |
| CONDENSERType=Fusion, K=82026.01 | 44.63 | |
| RH-Partial2Global w/ votingRef.=NIPS 2025, Voting Strategy=Yes2026.04 | 43.53 | |
| Partial2GlobalType=Voting2026.01 | 43.23 | |
| Partial2Global w/ votingRef.=NIPS 2024, Voting Strategy=Yes2026.04 | 43.23 | |
| LaPR w/ votingRef.=CVPR 2026, Voting Strategy=Yes2026.04 | 42.81 | |
| Prompt-SelfType=Voting2026.01 | 42.48 | |
| Prompt-SelFRef.=TIP 2025, Voting Strategy=Yes2026.04 | 42.48 | |
| LaPRRef.=CVPR 2026, Voting Strategy=No2026.04 | 41.92 | |
| InMeMoType=Single Prompt Selection2026.01 | 41.65 | |
| UnsupPR w/ votingRef.=NIPS 2023, Voting Strategy=Yes2026.04 | 41.07 | |
| RH-Partial2GlobalRef.=NIPS 2025, Voting Strategy=No2026.04 | 39.25 | |
| Task-Level PromptingType=Single Prompt Selection2026.01 | 39.09 | |
| Partial2GlobalType=Single Prompt Selection2026.01 | 38.81 | |
| Partial2GlobalRef.=NIPS 2024, Voting Strategy=No2026.04 | 38.81 | |
| SupPRType=Single Prompt Selection2026.01 | 37.08 | |
| SupPRRef.=NIPS 2023, Voting Strategy=No2026.04 | 37.08 | |
| Zhu et al.Ref.=AAAI 2025, Voting Strategy=No2026.04 | 36.86 | |
| Prompt-SelfType=Single Prompt Selection2026.01 | 35.69 | |
| UnsupPRType=Single Prompt Selection2026.01 | 34.75 | |
| UnsupPRRef.=NIPS 2023, Voting Strategy=No2026.04 | 34.75 | |
| RandomType=Single Prompt Selection2026.01 | 28.66 | |
| RandomRef.=NIPS 2022, Voting Strategy=No2026.04 | 28.66 |