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Instance Segmentation on LVIS (val)

34.4APr

OVMR

Updated 2d ago

Evaluation Results

Method
OVMR 2024.06	34.4	-	-	-	-	-	40.9	-	-
Detic 2024.06	33.8	-	-	-	-	-	40.7	-	-
OVMRT 2024.06	33.3	-	-	-	-	-	40.8	-	-
DITO 2024.06	32.5	-	-	-	-	-	34	-	-
RO-VIT 2024.06	32.1	-	-	-	-	-	34	-	-
ExpAlign 2026.01	29.7	29.8	-	-	30.8	28.9	-	-	-
CoDet 2024.06	29.4	-	-	-	-	-	39.2	-	-
ExpAlign 2026.01	29	29.9	-	-	30.9	29.1	-	-	-
CFM-VIT 2024.06	28.8	-	-	-	-	-	32	-	-
DiffusionInst 2022.12	28.7	36	-	-	35.7	39.5	-	-	-
CORA 2024.06	28.1	-	-	-	-	-	-	-	-
RO-VIT 2024.06	28	-	-	-	-	-	30.2	-	-
F-VLM 2024.06	26.3	-	-	-	-	-	28.5	-	-
OWL-VIT 2024.06	25.6	-	-	-	-	-	34.7	-	-
POMP 2023.04	25.2	-	-	-	33	35.6	32.7	-	-
Detic 2023.04	24.9	-	-	-	32.5	35.6	32.4	-	-
CondHead 2024.06	24.4	-	-	-	-	-	32	-	-
RegionCLIP 2024.06	22	-	-	-	-	-	32.3	-	-
YOLOE-v8-L 2026.01	21.9	23.5	-	-	21.6	26.4	-	-	-
PromptDet 2023.04	21.4	-	-	-	23.3	29.3	25.3	-	-
OVMR 2024.06	21.2	-	-	-	-	-	30	-	-
Mask RCNN + EQLv2 2022.12	20.6	27.2	-	-	25.9	31.4	-	-	-
DetPro 2023.04	19.8	-	-	-	25.6	28.9	25.9	-	-
DetPro 2024.06	19.8	-	-	-	-	-	25.9	-	-
DiffusionInst 2022.12	19.7	27	-	-	25.9	31.5	-	-	-
MM-OVOD_T 2024.06	19.3	-	-	-	-	-	30.3	-	-
MM-OVOD 2024.06	19.3	-	-	-	-	-	30.6	-	-
YOLOE-11-L 2026.01	19.3	22.6	-	-	20.9	26	-	-	-
BARON 2024.06	19.2	-	-	-	-	-	26.5	-	-
PromptDet 2024.06	19	-	-	-	-	-	21.4	-	-
OVMRT 2024.06	19	-	-	-	-	-	29.6	-	-
F-VLM 2024.06	18.6	-	-	-	-	-	24.2	-	-
Detic 2024.06	17.8	-	-	-	-	-	26.8	-	-
Mask RCNN + EQLv2 2022.12	17.7	25.5	-	-	24.3	30.2	-	-	-
Mask RCNN + RFS 2022.12	17.5	25.7	-	-	24.6	30.6	-	-	-
OV-DETR 2024.06	17.4	-	-	-	-	-	26.6	-	-
YOLO-Worldv2-L 2026.01	17.2	19.8	-	-	17.5	23.6	-	-	-
ViLD 2023.04	16.6	-	-	-	24.6	30.3	25.5	-	-
ViLD-Ens 2024.06	16.6	-	-	-	-	-	25.5	-	-
DiffusionInst 2022.12	13.9	22.3	-	-	20.7	27	-	-	-
DynaMask 2023.03	13.9	-	-	25.7	24.4	32	-	-	-
Mask RCNN + RFS 2022.12	11.5	22.2	-	-	21.2	28	-	-	-
Mask R-CNN 2023.03	10.1	-	-	22.1	21.7	31.7	-	-	-
Mask RCNN + EQL 2022.12	2.1	18.6	-	-	17.4	27.2	-	-	-
Mask RCNN 2022.12	1.6	21.7	-	-	20.7	31.7	-	-	-
Mask RCNN 2022.12	0	16.1	-	-	12	27.4	-	-	-
cRT (ResNeXt-101-32x8d) 2022.04	-	27.2	-	-	-	-	-	-	-
LVIS Challenge 2020 Winner 2022.04	-	38.8	-	-	-	-	-	-	-
Eff-B7 NAS-FPN (1280) 2022.04	-	34.7	-	-	-	-	-	-	-
Eff-B7 NAS-FPN (1280) with frozen backbone 2022.04	-	37.2	-	-	-	-	-	-	-
Eff-B7 NAS-FPN (1280) with Copy-Paste 2022.04	-	38.1	-	-	-	-	-	-	-
Eff-B7 NAS-FPN (1280) with Copy-Paste and frozen backbone 2022.04	-	39.9	-	-	-	-	-	-	-
WSDDN 2022.06	-	30	16.5	-	-	-	-	-	-
ViLD 2022.06	-	25.2	16.8	-	-	-	-	-	-
RegionCLIP 2022.06	-	28.2	17.1	-	-	-	-	-	-
DetPro 2022.06	-	25.9	19.8	-	-	-	-	-	-
Detic 2022.06	-	30.9	21	-	-	-	-	-	-
MEDet 2022.06	-	34.4	22.4	-	-	-	-	-	-
MAE 2022.11	-	38.1	-	40.1	-	-	-	-	-
SiameseIM 2022.11	-	38.1	-	40.5	-	-	-	-	-
Supervised 2022.11	-	-	-	37.2	-	-	-	-	-
M3I Pre-training 2022.11	-	38.2	-	40.6	-	-	-	-	-
M3I Pre-training 2022.11	-	38.4	-	40.8	-	-	-	-	-
Mask RCNN 2022.12	-	28.6	-	-	-	-	-	-	-
ViTDet 2023.12	-	48.1	-	53.4	-	-	-	-	-
EVA-02 2023.12	-	53.5	-	60.1	-	-	-	-	-
APE 2023.12	-	55.3	-	60.9	-	-	-	-	-
OpenSeeD 2026.01	-	21	-	-	-	-	-	-	-
CLIP Baseline 2022.08	-	-	-	-	-	-	4.989	7.244	5.227
MaskCLIP w/o RMA 2022.08	-	-	-	-	-	-	5.762	8.202	6.169
MaskCLIP (MaskRCNN) 2022.08	-	-	-	-	-	-	6.431	12.753	5.777
MaskCLIP 2022.08	-	-	-	-	-	-	8.404	12.19	8.81