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ResearchFormerly WizWand

Instance Segmentation on OV-LVIS

24.8AP (Rare)CoT-PL
16.27218.48620.722.914Oct 26, 2023Feb 23, 2024Jun 22, 2024Oct 20, 2024Feb 17, 2025Jun 17, 2025Oct 16, 2025
Updated 7mo ago

Evaluation results

MethodLinks
CoT-PL2025.1024.828.53328.6
CAKE2025.1023.929.133.628.7
LBP2025.1023.727.730.128
BARON2025.1022.627.629.827.6
VLDetVenue=ICLR 23, Training source=image captions in CB ∪ CN, instance-level labels in CB (use external datasets)2023.1021.729.834.330.1
VLDet2025.1021.729.834.330.1
OADP2025.1021.726.32926.6
MIC2025.1020.830.535.430.7
DK-DETR2025.1020.528.935.430
DetProVenue=CVPR 22, Training source=instance-level labels in CB, unknown novel classes during training2023.1019.825.628.925.9
DetPro2025.1019.825.628.925.9
LP-OVODTraining source=instance-level labels in CB, unknown novel classes during training2023.1019.326.129.426.2
PromptDetVenue=ECCV 22, Training source=image captions in CB ∪ CN, instance-level labels in CB (use external datasets)2023.101918.525.821.4
F-VLMVenue=ICLR 23, Training source=instance-level labels in CB, unknown novel classes during training2023.1018.6——24.2
DeticVenue=ECCV 22, Training source=image captions in CB ∪ CN, instance-level labels in CB (use external datasets)2023.1017.826.331.626.8
Detic2025.1017.826.331.626.8
OV-DETRVenue=ECCV 22, Training source=instance-level labels in CB, known novel classes during training2023.1017.42532.526.6
OV-DETR2025.1017.42532.526.6
VL-PLMVenue=ECCV 22, Training source=instance-level labels in CB, known novel classes during training2023.1017.223.735.127
RegionCLIPVenue=CVPR 22, Training source=image captions in CB ∪ CN, instance-level labels in CB (use external datasets)2023.1017.127.43428.2
OWL-VITVenue=ECCV 22, Training source=image captions in CB ∪ CN, instance-level labels in CB (use external datasets)2023.1016.9——19.3
ViLDVenue=ICLR 22, Training source=instance-level labels in CB, unknown novel classes during training2023.1016.624.630.325.5
ViLD2025.1016.624.630.325.5