Share your thoughts, 1 month free Claude Pro on usSee more

Object Detection on OD-LVIS

24.9APf

DVtor (DeCLIP)

Updated 7d ago

Evaluation Results

Method
DVtor (DeCLIP) 2025.08	24.9	22.6	23.2	23.6
F-ViT (DeCLIP) + DP&G 2025.08	24.1	22.3	22.8	23.1
DVtor (CLIPSelf) 2025.08	23.9	22.9	21.6	23.1
F-ViT (DeCLIP) + DAPmt 2025.08	23.6	22	22.6	22.7
F-ViT (CLIPSelf) + DP&G 2025.08	23.5	22.2	21.5	22.6
F-ViT (DeCLIP) 2025.08	23	21.7	21.4	22.2
F-ViT (CLIPSelf) + DAPmt 2025.08	22.8	21.7	20.8	22
F-ViT (CLIPSelf) 2025.08	22.5	21.3	20.2	21.6
OWL-ViT 2025.08	22.1	21.6	19.9	21.5
YOLO-World + DAPmt 2025.08	22	19.6	19.7	20.6
YOLO-World 2025.08	21.9	19.1	19.3	20.2
DK-DETR 2025.08	21.1	19.4	15.3	19.4
MM-OVOD + DAPmt 2025.08	21.1	20.9	16	20.1
MM-OVOD + DAPmt 2025.08	20.8	20.4	14.5	19.5
MM-OVOD 2025.08	20.5	19.8	14	19
MM-OVOD 2025.08	20.4	20.4	15.9	19.6
RegionCLIP 2025.08	19.5	15.8	12.4	16.7
DVtor (DeCLIP) 2025.08	19.5	14.7	15.5	16.7
DVtor (CLIPSelf) 2025.08	19	14.3	14	16.1
F-ViT (DeCLIP) + DP&G 2025.08	18.8	14.1	14.9	16.1
F-ViT (CLIPSelf) + DP&G 2025.08	18.6	13.8	13.7	15.7
F-ViT (DeCLIP) + DAPmt 2025.08	18.3	13.6	14.6	15.6
F-ViT (DeCLIP) 2025.08	17.8	12.9	13.2	14.9
DVtor (CLIP) 2025.08	17.6	16.9	15.8	17
F-VLM (CLIP) + DP&G 2025.08	17.5	16.2	15.2	16.5
F-ViT (CLIPSelf) + DAPmt 2025.08	17.5	12.7	13.2	14.7
OV-DQUO + DAPmt 2025.08	17.2	21.5	22.3	20
F-VLM (CLIP) + DAPmt 2025.08	17.2	15.3	14.7	16
F-ViT (CLIPSelf) 2025.08	17.1	12	12.2	14
F-VLM (CLIP) 2025.08	16.7	14.4	13.7	15.2
RegionCLIP 2025.08	16.6	13	9.7	13.9
OV-DQUO 2025.08	16.4	20.6	21.2	19.1
RKDWTF 2025.08	15.8	14.3	11.9	14.5
RKDWTF 2025.08	14.6	12.4	8.7	12.6
YOLOE + DAPmt 2025.08	14.3	9.5	9.1	11.3
RKDWTF 2025.08	14	12.5	11.3	12.9
YOLOE 2025.08	13.7	8.6	6.8	10.3
OV-DQUO + DAPmt 2025.08	13.5	15.3	15.8	14.7
RKDWTF 2025.08	13.4	12.1	10.3	12.3
OWL-ViT 2025.08	13.1	13.9	13.2	13.5
OV-DQUO 2025.08	12.8	14.8	14.8	14