task_path
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1
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9.22k
16k > Object Detection
COCO minival
DN-Deformable-DETR-R50++
https://arxiv.org/abs/2203.01305v3
box AP
49.5
16k > Object Detection
COCO minival
DN-Deformable-DETR-R50++
https://arxiv.org/abs/2203.01305v3
AP50
67.6
16k > Object Detection
COCO minival
DN-Deformable-DETR-R50++
https://arxiv.org/abs/2203.01305v3
AP75
53.8
16k > Object Detection
COCO minival
DN-Deformable-DETR-R50++
https://arxiv.org/abs/2203.01305v3
APS
31.3
16k > Object Detection
COCO minival
DN-Deformable-DETR-R50++
https://arxiv.org/abs/2203.01305v3
APM
52.6
16k > Object Detection
COCO minival
DN-Deformable-DETR-R50++
https://arxiv.org/abs/2203.01305v3
APL
65.4
16k > Object Detection
COCO minival
DN-Deformable-DETR-R50++
https://arxiv.org/abs/2203.01305v3
Params (M)
47
16k > Object Detection
COCO minival
REGO-Deformable DETR-X101
https://arxiv.org/abs/2112.04632v2
box AP
49.1
16k > Object Detection
COCO minival
REGO-Deformable DETR-X101
https://arxiv.org/abs/2112.04632v2
AP50
67.5
16k > Object Detection
COCO minival
REGO-Deformable DETR-X101
https://arxiv.org/abs/2112.04632v2
AP75
53.1
16k > Object Detection
COCO minival
REGO-Deformable DETR-X101
https://arxiv.org/abs/2112.04632v2
APS
30
16k > Object Detection
COCO minival
REGO-Deformable DETR-X101
https://arxiv.org/abs/2112.04632v2
APM
52.6
16k > Object Detection
COCO minival
REGO-Deformable DETR-X101
https://arxiv.org/abs/2112.04632v2
APL
65
16k > Object Detection
COCO minival
CenterMask+VoVNet99 (multi-scale)
https://arxiv.org/abs/1911.06667v6
box AP
48.6
16k > Object Detection
COCO minival
CenterMask+VoVNet99 (multi-scale)
https://arxiv.org/abs/1911.06667v6
AP50
67.8
16k > Object Detection
COCO minival
Mask R-CNN (ResNeXt-152-FPN, cascade)
http://arxiv.org/abs/1811.08883v1
box AP
48.6
16k > Object Detection
COCO minival
Mask R-CNN (ResNeXt-152-FPN, cascade)
http://arxiv.org/abs/1811.08883v1
AP50
66.8
16k > Object Detection
COCO minival
Mask R-CNN (ResNeXt-152-FPN, cascade)
http://arxiv.org/abs/1811.08883v1
AP75
52.9
16k > Object Detection
COCO minival
UniverseNet-20.08 (Res2Net-50, DCN, single-scale)
https://arxiv.org/abs/2103.14027v3
box AP
48.5
16k > Object Detection
COCO minival
UniverseNet-20.08 (Res2Net-50, DCN, single-scale)
https://arxiv.org/abs/2103.14027v3
AP50
67.0
16k > Object Detection
COCO minival
UniverseNet-20.08 (Res2Net-50, DCN, single-scale)
https://arxiv.org/abs/2103.14027v3
AP75
52.6
16k > Object Detection
COCO minival
UniverseNet-20.08 (Res2Net-50, DCN, single-scale)
https://arxiv.org/abs/2103.14027v3
APS
30.6
16k > Object Detection
COCO minival
UniverseNet-20.08 (Res2Net-50, DCN, single-scale)
https://arxiv.org/abs/2103.14027v3
APM
52.7
16k > Object Detection
COCO minival
UniverseNet-20.08 (Res2Net-50, DCN, single-scale)
https://arxiv.org/abs/2103.14027v3
APL
62.7
16k > Object Detection
COCO minival
XCiT-M24/8
https://arxiv.org/abs/2106.09681v2
box AP
48.5
16k > Object Detection
COCO minival
ELSA-S (Mask RCNN)
https://arxiv.org/abs/2112.12786v1
box AP
48.3
16k > Object Detection
COCO minival
ELSA-S (Mask RCNN)
https://arxiv.org/abs/2112.12786v1
AP50
70.4
16k > Object Detection
COCO minival
ELSA-S (Mask RCNN)
https://arxiv.org/abs/2112.12786v1
AP75
52.9
16k > Object Detection
COCO minival
XCiT-S24/8
https://arxiv.org/abs/2106.09681v2
box AP
48.1
16k > Object Detection
COCO minival
GCNet (ResNeXt-101 + DCN + cascade + GC r16)
http://arxiv.org/abs/1904.11492v1
box AP
47.9
16k > Object Detection
COCO minival
GCNet (ResNeXt-101 + DCN + cascade + GC r16)
http://arxiv.org/abs/1904.11492v1
AP50
66.9
16k > Object Detection
COCO minival
GCNet (ResNeXt-101 + DCN + cascade + GC r16)
http://arxiv.org/abs/1904.11492v1
AP75
52.2
16k > Object Detection
COCO minival
MAE-Det(MAE-Det-L+GFLV2)
https://arxiv.org/abs/2111.13336v5
box AP
47.8
16k > Object Detection
COCO minival
MAE-Det(MAE-Det-L+GFLV2)
https://arxiv.org/abs/2111.13336v5
AP50
65.5
16k > Object Detection
COCO minival
MAE-Det(MAE-Det-L+GFLV2)
https://arxiv.org/abs/2111.13336v5
AP75
52.2
16k > Object Detection
COCO minival
MAE-Det(MAE-Det-L+GFLV2)
https://arxiv.org/abs/2111.13336v5
APS
30.3
16k > Object Detection
COCO minival
MAE-Det(MAE-Det-L+GFLV2)
https://arxiv.org/abs/2111.13336v5
APM
51.9
16k > Object Detection
COCO minival
MAE-Det(MAE-Det-L+GFLV2)
https://arxiv.org/abs/2111.13336v5
APL
61.1
16k > Object Detection
COCO minival
Res2Net101+HTC
https://arxiv.org/abs/1904.01169v3
box AP
47.5
16k > Object Detection
COCO minival
Res2Net101+HTC
https://arxiv.org/abs/1904.01169v3
AP50
66.5
16k > Object Detection
COCO minival
Res2Net101+HTC
https://arxiv.org/abs/1904.01169v3
AP75
51.3
16k > Object Detection
COCO minival
Res2Net101+HTC
https://arxiv.org/abs/1904.01169v3
APS
28.6
16k > Object Detection
COCO minival
Res2Net101+HTC
https://arxiv.org/abs/1904.01169v3
APM
51.6
16k > Object Detection
COCO minival
Res2Net101+HTC
https://arxiv.org/abs/1904.01169v3
APL
62.1
16k > Object Detection
COCO minival
Mask R-CNN (ResNet-101-FPN, GN, Cascade)
http://arxiv.org/abs/1811.08883v1
box AP
47.4
16k > Object Detection
COCO minival
Pix2seq (R50-C4)
https://arxiv.org/abs/2109.10852v2
box AP
47.3
16k > Object Detection
COCO minival
Pix2seq (ViT-B)
https://arxiv.org/abs/2109.10852v2
box AP
47.1
16k > Object Detection
COCO minival
HTC (HRNetV2p-W48)
https://arxiv.org/abs/1908.07919v2
box AP
47.0
16k > Object Detection
COCO minival
HTC (HRNetV2p-W48)
https://arxiv.org/abs/1908.07919v2
APS
28.8
16k > Object Detection
COCO minival
HTC (HRNetV2p-W48)
https://arxiv.org/abs/1908.07919v2
APM
50.3
16k > Object Detection
COCO minival
HTC (HRNetV2p-W48)
https://arxiv.org/abs/1908.07919v2
APL
62.2
16k > Object Detection
COCO minival
PatchConvNet-S120 (Mask R-CNN)
https://arxiv.org/abs/2112.13692v1
box AP
47.0
16k > Object Detection
COCO minival
RPDet (ResNeXt-101-DCN, multi-scale)
https://arxiv.org/abs/1904.11490v2
box AP
46.8
16k > Object Detection
COCO minival
DAB-DETR-DC5-R101
https://arxiv.org/abs/2201.12329v4
box AP
46.6
16k > Object Detection
COCO minival
DAB-DETR-DC5-R101
https://arxiv.org/abs/2201.12329v4
AP50
67
16k > Object Detection
COCO minival
DAB-DETR-DC5-R101
https://arxiv.org/abs/2201.12329v4
AP75
50.2
16k > Object Detection
COCO minival
DAB-DETR-DC5-R101
https://arxiv.org/abs/2201.12329v4
APS
28.1
16k > Object Detection
COCO minival
DAB-DETR-DC5-R101
https://arxiv.org/abs/2201.12329v4
APM
50.5
16k > Object Detection
COCO minival
DAB-DETR-DC5-R101
https://arxiv.org/abs/2201.12329v4
APL
64.1
16k > Object Detection
COCO minival
DAB-DETR-DC5-R101
https://arxiv.org/abs/2201.12329v4
Params (M)
63
16k > Object Detection
COCO minival
DyHead (ResNet-101)
https://arxiv.org/abs/2106.08322v1
box AP
46.5
16k > Object Detection
COCO minival
Mask R-CNN (ResNeXt-152-FPN)
http://arxiv.org/abs/1811.08883v1
box AP
46.4
16k > Object Detection
COCO minival
Mask R-CNN (ResNeXt-152-FPN)
http://arxiv.org/abs/1811.08883v1
AP50
67.1
16k > Object Detection
COCO minival
Mask R-CNN (ResNeXt-152-FPN)
http://arxiv.org/abs/1811.08883v1
AP75
51.1
16k > Object Detection
COCO minival
RPDet (ResNet-101-DCN, multi-scale)
https://arxiv.org/abs/1904.11490v2
box AP
46.4
16k > Object Detection
COCO minival
PatchConvNet-S60 (Mask R-CNN)
https://arxiv.org/abs/2112.13692v1
box AP
46.4
16k > Object Detection
COCO minival
Cascade Mask R-CNN (ResNet-50)
http://arxiv.org/abs/1512.03385v1
box AP
46.3
16k > Object Detection
COCO minival
Cascade Mask R-CNN (ResNet-50)
http://arxiv.org/abs/1512.03385v1
AP50
64.3
16k > Object Detection
COCO minival
Cascade Mask R-CNN (ResNet-50)
http://arxiv.org/abs/1512.03385v1
AP75
50.5
16k > Object Detection
COCO minival
HoughNet (HG-104, MS)
https://arxiv.org/abs/2007.02355v3
box AP
46.1
16k > Object Detection
COCO minival
HoughNet (HG-104, MS)
https://arxiv.org/abs/2007.02355v3
AP50
64.6
16k > Object Detection
COCO minival
HoughNet (HG-104, MS)
https://arxiv.org/abs/2007.02355v3
AP75
50.3
16k > Object Detection
COCO minival
HoughNet (HG-104, MS)
https://arxiv.org/abs/2007.02355v3
APS
30.0
16k > Object Detection
COCO minival
HoughNet (HG-104, MS)
https://arxiv.org/abs/2007.02355v3
APM
48.8
16k > Object Detection
COCO minival
HoughNet (HG-104, MS)
https://arxiv.org/abs/2007.02355v3
APL
59.7
16k > Object Detection
COCO minival
Mask R-CNN (HRNetV2p-W48, cascade)
https://arxiv.org/abs/1908.07919v2
box AP
46.0
16k > Object Detection
COCO minival
Mask R-CNN (HRNetV2p-W48, cascade)
https://arxiv.org/abs/1908.07919v2
APS
27.5
16k > Object Detection
COCO minival
Mask R-CNN (HRNetV2p-W48, cascade)
https://arxiv.org/abs/1908.07919v2
APL
60.1
16k > Object Detection
COCO minival
Conditional DETR-DC5-R101
https://arxiv.org/abs/2108.06152v3
box AP
45.9
16k > Object Detection
COCO minival
Conditional DETR-DC5-R101
https://arxiv.org/abs/2108.06152v3
AP50
66.8
16k > Object Detection
COCO minival
Conditional DETR-DC5-R101
https://arxiv.org/abs/2108.06152v3
AP75
49.5
16k > Object Detection
COCO minival
Conditional DETR-DC5-R101
https://arxiv.org/abs/2108.06152v3
APS
27.2
16k > Object Detection
COCO minival
Conditional DETR-DC5-R101
https://arxiv.org/abs/2108.06152v3
APM
50.3
16k > Object Detection
COCO minival
Conditional DETR-DC5-R101
https://arxiv.org/abs/2108.06152v3
APL
63.3
16k > Object Detection
COCO minival
Conditional DETR-DC5-R101
https://arxiv.org/abs/2108.06152v3
Params (M)
63
16k > Object Detection
COCO minival
BoTNet 50 (72 epochs)
https://arxiv.org/abs/2101.11605v2
box AP
45.9
16k > Object Detection
COCO minival
Sparse R-CNN (ResNet-101, learnable proposals, random crop aug, FPN)
https://arxiv.org/abs/2011.12450v2
box AP
45.6
16k > Object Detection
COCO minival
Sparse R-CNN (ResNet-101, learnable proposals, random crop aug, FPN)
https://arxiv.org/abs/2011.12450v2
AP50
64.6
16k > Object Detection
COCO minival
Sparse R-CNN (ResNet-101, learnable proposals, random crop aug, FPN)
https://arxiv.org/abs/2011.12450v2
AP75
49.5
16k > Object Detection
COCO minival
Sparse R-CNN (ResNet-101, learnable proposals, random crop aug, FPN)
https://arxiv.org/abs/2011.12450v2
APS
28.3
16k > Object Detection
COCO minival
Sparse R-CNN (ResNet-101, learnable proposals, random crop aug, FPN)
https://arxiv.org/abs/2011.12450v2
APM
48.3
16k > Object Detection
COCO minival
Sparse R-CNN (ResNet-101, learnable proposals, random crop aug, FPN)
https://arxiv.org/abs/2011.12450v2
APL
61.6
16k > Object Detection
COCO minival
CenterMask+VoVNetV2-99 (single-scale)
https://arxiv.org/abs/1911.06667v6
box AP
45.6
16k > Object Detection
COCO minival
CenterMask+VoVNetV2-99 (single-scale)
https://arxiv.org/abs/1911.06667v6
APS
29.2
16k > Object Detection
COCO minival
CenterMask+VoVNetV2-99 (single-scale)
https://arxiv.org/abs/1911.06667v6
APL
58.8
16k > Object Detection
COCO minival
HTC (HRNetV2p-W32)
https://arxiv.org/abs/1908.07919v2
box AP
45.3
16k > Object Detection
COCO minival
HTC (HRNetV2p-W32)
https://arxiv.org/abs/1908.07919v2
APS
27.0
16k > Object Detection
COCO minival
HTC (HRNetV2p-W32)
https://arxiv.org/abs/1908.07919v2
APM
48.4
16k > Object Detection
COCO minival
HTC (HRNetV2p-W32)
https://arxiv.org/abs/1908.07919v2
APL
59.5
16k > Object Detection
COCO minival
Anchor DETR-DC5-R101
https://arxiv.org/abs/2109.07107v2
box AP
45.1