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ResearchFormerly WizWand

Single-Object Detection on PASCAL VOC 2012 (test)

45.19mIoUMULTI-VQGAN
24.660429.990235.3240.6498Jan 15, 2026Jan 28, 2026Feb 10, 2026Feb 23, 2026Mar 8, 2026Mar 21, 2026Apr 4, 2026
Updated 6mo ago

Evaluation results

MethodLinks
MULTI-VQGANType=Fusion, K=162026.0145.19
CONDENSERType=Fusion, K=162026.0144.64
MULTI-VQGANType=Fusion, K=82026.0143.67
InMeMoType=Single Prompt Selection2026.0143.21
CONDENSERType=Fusion, K=82026.0141.36
LaPR w/ votingRef.=CVPR 2026, Voting Strategy=Yes2026.0434.64
RH-Partial2Global w/ votingRef.=NIPS 2025, Voting Strategy=Yes2026.0433.28
Partial2GlobalType=Voting2026.0132.52
Partial2Global w/ votingRef.=NIPS 2024, Voting Strategy=Yes2026.0432.52
LaPRRef.=CVPR 2026, Voting Strategy=No2026.0432.01
RH-Partial2GlobalRef.=NIPS 2025, Voting Strategy=No2026.0430.94
Partial2GlobalType=Single Prompt Selection2026.0130.66
Partial2GlobalRef.=NIPS 2024, Voting Strategy=No2026.0430.66
Prompt-SelfType=Voting2026.0129.83
Prompt-SelFRef.=TIP 2025, Voting Strategy=Yes2026.0429.83
Task-Level PromptingType=Single Prompt Selection2026.0129.03
Zhu et al.Ref.=AAAI 2025, Voting Strategy=No2026.0428.25
SupPRType=Single Prompt Selection2026.0128.22
SupPRRef.=NIPS 2023, Voting Strategy=No2026.0428.22
Prompt-SelfType=Single Prompt Selection2026.0128.08
UnsupPRType=Single Prompt Selection2026.0126.84
UnsupPRRef.=NIPS 2023, Voting Strategy=No2026.0426.84
RandomType=Single Prompt Selection2026.0125.45
RandomRef.=NIPS 2022, Voting Strategy=No2026.0425.45