Our new X account is live! Follow @wizwand_team for updates

Instance Segmentation on COCO mini (val)

53.7AP^m

SwinV2-G (HTC++)

Updated 3d ago

Evaluation Results

Method
SwinV2-G (HTC++) 2021.11	53.7	-	-	-	-	-
SwinV2-G (HTC++) 2021.11	53.4	-	-	-	-	-
SwinV2-G (HTC++) 2021.11	53.3	-	-	-	-	-
RevCol-H (HTC++) 2022.12	53	76.3	58.7	-	-	-
SoftTeacher 2021.11	52.5	-	-	-	-	-
SwinV2-L (HTC++) 2021.11	52.1	-	-	-	-	-
CBNet 2021.11	51.8	-	-	-	-	-
CB-Swin-L (HTC) 2021.07	51.8	-	-	-	-	-
CB-Swin-B (HTC) 2021.07	51.3	-	-	-	-	-
SwinV2-L (HTC++) 2021.11	51.2	-	-	-	-	-
SwinV2-L (HTC++) 2021.11	51.1	-	-	-	-	-
CB-Swin-L (HTC) 2021.07	51	-	-	-	-	-
Focal-L 2021.07	50.9	-	-	-	-	-
CB-Swin-B (HTC) 2021.07	50.7	-	-	-	-	-
Swin-L 2021.07	50.4	-	-	-	-	-
SwinV1-L 2021.11	50.4	-	-	-	-	-
Swin-L (HTC++) 2021.07	50.4	-	-	-	-	-
Focal-L 2021.07	49.9	-	-	-	-	-
Swin-L 2021.07	49.5	-	-	-	-	-
Swin-L (HTC++) 2021.07	49.5	-	-	-	-	-
CopyPaste 2021.11	48.9	-	-	-	-	-
CB-Swin-S (Cascade Mask R-CNN) 2021.07	48.6	-	-	-	-	-
RevCol-L 2022.12	48.4	71.8	52.8	-	-	-
ConvNeXt-L 2022.12	47.6	71.3	51.7	-	-	-
RevCol-B 2022.12	47.5	71.1	51.8	-	-	-
Copy-paste 2021.07	47.2	-	-	-	-	-
CopyPaste 2021.07	47.2	-	-	-	-	-
ConvNeXt-B 2022.12	46.9	70.6	51.3	-	-	-
Swin-L 2022.12	46.7	70.1	50.8	-	-	-
RepLKNet-L 2022.12	46.5	-	-	-	-	-
RepLKNet-B 2022.12	46.3	-	-	-	-	-
X101-64x4d 2021.07	46	-	-	-	-	-
RevCol-B 2022.12	45.9	69.1	50.1	-	-	-
Swin-B 2022.12	45.8	69.4	49.7	-	-	-
ConvNeXt-B 2022.12	45.6	68.9	49.5	-	-	-
RevCol-S 2022.12	45.5	68.8	49	-	-	-
RepLKNet-B 2022.12	45.2	-	-	-	-	-
Swin-B 2021.07	45	-	-	-	-	-
ConvNeXt-S 2022.12	45	68.4	49.1	-	-	-
Swin-B 2022.12	45	68.4	48.7	-	-	-
GCNet* 2021.07	44.7	-	-	-	-	-
GCNet 2021.07	44.7	-	-	-	-	-
Swin-S 2022.12	44.7	67.9	48.5	-	-	-
RevCol-T 2022.12	43.8	66.7	47.4	-	-	-
XCiT-M24/8 2021.06	43.7	67.5	46.9	-	-	-
Swin-T 2022.12	43.7	66.6	47.1	-	-	-
ConvNeXt-T 2022.12	43.7	66.5	47.3	-	-	-
Swin-S 2021.06	43.3	67.3	46.6	-	-	-
XCiT-S24/8 2021.06	43	66.5	46.1	-	-	-
XCiT-S12/8 2021.06	42.3	66	45.4	-	-	-
XCiT-M24/16 2021.06	42	65.6	44.9	-	-	-
XCiT-S24/16 2021.06	41.8	65.2	45	-	-	-
Swin-T 2021.06	41.6	65.1	44.9	-	-	-
ViL-Large 2021.06	41.3	64.4	44.5	-	-	-
XCiT-S12/16 2021.06	40.8	64	43.8	-	-	-
ViL-Medium 2021.06	40.7	63.8	43.7	-	-	-
PVT-Large 2021.06	40.7	63.4	43.7	-	-	-
PVT-Medium 2021.06	40.5	63.1	43.5	-	-	-
PVT-Small 2021.06	39.9	62.5	42.8	-	-	-
XCiT-T12/8 2021.06	39.8	62.2	43	-	-	-
ResNeXt101-64 2021.06	39.7	61.9	42.6	-	-	-
ViL-Small 2021.06	39.6	62.1	42.4	-	-	-
ResNeXt101-32 2021.06	39.2	61.4	41.9	-	-	-
ResNet101 2021.06	38.5	60.1	41.3	-	-	-
ViL-Tiny 2021.06	37.1	58.4	40.1	-	-	-
ResNet50 2021.06	37.1	58.4	40.1	-	-	-
XCiT-T12/16 2021.06	36.9	57.1	40	-	-	-
PVT-Tiny 2021.06	35.1	56.7	37.3	-	-	-
ResNet18 2021.06	31.2	50.8	33.2	-	-	-
Vim 2026.02	-	-	-	39.2	60.9	41.7
VMamba 2026.02	-	-	-	42.1	65.5	45.3
QuadMamba 2026.02	-	-	-	42.4	65.9	45.6
LocalMamba 2026.02	-	-	-	42.2	65.7	45.5
FractalMamba 2026.02	-	-	-	42.4	65.9	45.8
Adventurer 2026.02	-	-	-	40.3	62.2	43.5
EfficientVMamba 2026.02	-	-	-	38.6	60.5	41.5
PlainMamba-Adapter 2026.02	-	-	-	40.6	63.8	43.6
GroupMamba 2026.02	-	-	-	42.9	66.5	46.3
VSSD 2026.02	-	-	-	42.6	66.4	45.9
DefMamba 2026.02	-	-	-	42.8	66.3	46.2
PRISMamba 2026.02	-	-	-	43.2	67.4	46.8
GCNet 2021.03	-	-	-	44.7	-	-
Copy-paste 2021.03	-	-	-	47.2	-	-
X101-64 (HTC++) 2021.03	-	-	-	46	-	-
Swin-B (HTC++) 2021.03	-	-	-	49.1	-	-
Swin-L (HTC++) 2021.03	-	-	-	49.5	-	-
Swin-L (HTC++) 2021.03	-	-	-	50.4	-	-