Single-Object Detection on PASCAL VOC 2012 (test)
45.19mIoUMULTI-VQGAN
Evaluation Results
| Method | Links | |
|---|---|---|
| MULTI-VQGANType=Fusion, K=162026.01 | 45.19 | |
| CONDENSERType=Fusion, K=162026.01 | 44.64 | |
| MULTI-VQGANType=Fusion, K=82026.01 | 43.67 | |
| InMeMoType=Single Prompt Selection2026.01 | 43.21 | |
| CONDENSERType=Fusion, K=82026.01 | 41.36 | |
| LaPR w/ votingRef.=CVPR 2026, Voting Strategy=Yes2026.04 | 34.64 | |
| RH-Partial2Global w/ votingRef.=NIPS 2025, Voting Strategy=Yes2026.04 | 33.28 | |
| Partial2GlobalType=Voting2026.01 | 32.52 | |
| Partial2Global w/ votingRef.=NIPS 2024, Voting Strategy=Yes2026.04 | 32.52 | |
| LaPRRef.=CVPR 2026, Voting Strategy=No2026.04 | 32.01 | |
| RH-Partial2GlobalRef.=NIPS 2025, Voting Strategy=No2026.04 | 30.94 | |
| Partial2GlobalType=Single Prompt Selection2026.01 | 30.66 | |
| Partial2GlobalRef.=NIPS 2024, Voting Strategy=No2026.04 | 30.66 | |
| Prompt-SelfType=Voting2026.01 | 29.83 | |
| Prompt-SelFRef.=TIP 2025, Voting Strategy=Yes2026.04 | 29.83 | |
| Task-Level PromptingType=Single Prompt Selection2026.01 | 29.03 | |
| Zhu et al.Ref.=AAAI 2025, Voting Strategy=No2026.04 | 28.25 | |
| SupPRType=Single Prompt Selection2026.01 | 28.22 | |
| SupPRRef.=NIPS 2023, Voting Strategy=No2026.04 | 28.22 | |
| Prompt-SelfType=Single Prompt Selection2026.01 | 28.08 | |
| UnsupPRType=Single Prompt Selection2026.01 | 26.84 | |
| UnsupPRRef.=NIPS 2023, Voting Strategy=No2026.04 | 26.84 | |
| RandomType=Single Prompt Selection2026.01 | 25.45 | |
| RandomRef.=NIPS 2022, Voting Strategy=No2026.04 | 25.45 |