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Models/Tang et al.

Tang et al.

Reported on 48 benchmarks across 11 tasks · 2 papers · 24 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision20 results

Object DetectiononDAVIS-S
F-measure· 2021-08-08
0.935
best: 0.98 (BiRefNet (HRSOD, UHRSD))
SOTA
Disentangled High Quality Salient Object Detection arXiv:2108.03551
Object DetectiononDAVIS-S
MAE· 2021-08-08
0.012
best: 0.006 (BiRefNet (HRSOD, UHRSD))
SOTA
Disentangled High Quality Salient Object Detection arXiv:2108.03551
Object DetectiononDAVIS-S
S-measure· 2021-08-08
0.92
best: 0.976 (BiRefNet (HRSOD, UHRSD))
SOTA
Disentangled High Quality Salient Object Detection arXiv:2108.03551
Object DetectiononDAVIS-S
mBA· 2021-08-08
0.716
best: 0.77 (InSPyReNet (DUTS, HRSOD))
SOTA
Disentangled High Quality Salient Object Detection arXiv:2108.03551
RGB Salient Object DetectiononDAVIS-S
F-measure· 2021-08-08
0.935
best: 0.98 (BiRefNet (HRSOD, UHRSD))
SOTA
Disentangled High Quality Salient Object Detection arXiv:2108.03551
RGB Salient Object DetectiononDAVIS-S
MAE· 2021-08-08
0.012
best: 0.006 (BiRefNet (HRSOD, UHRSD))
SOTA
Disentangled High Quality Salient Object Detection arXiv:2108.03551
RGB Salient Object DetectiononDAVIS-S
S-measure· 2021-08-08
0.92
best: 0.976 (BiRefNet (HRSOD, UHRSD))
SOTA
Disentangled High Quality Salient Object Detection arXiv:2108.03551
RGB Salient Object DetectiononDAVIS-S
mBA· 2021-08-08
0.716
best: 0.77 (InSPyReNet (DUTS, HRSOD))
SOTA
Disentangled High Quality Salient Object Detection arXiv:2108.03551
HandonFreiHAND
PA-F@15mm· 2021-09-03
0.981
best: 0.993 (ExtPose)
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction arXiv:2109.01723
HandonFreiHAND
PA-F@5mm· 2021-09-03
0.724
best: 0.825 (WiLoR)
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction arXiv:2109.01723
HandonFreiHAND
PA-MPJPE· 2021-09-03
6.7
best: 15.7 (DetNet)
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction arXiv:2109.01723
HandonFreiHAND
PA-MPVPE· 2021-09-03
6.7
best: 13.2 (Hasson et al.)
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction arXiv:2109.01723
Pose EstimationonFreiHAND
PA-F@15mm· 2021-09-03
0.981
best: 0.993 (ExtPose)
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction arXiv:2109.01723
Pose EstimationonFreiHAND
PA-F@5mm· 2021-09-03
0.724
best: 0.825 (WiLoR)
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction arXiv:2109.01723
Pose EstimationonFreiHAND
PA-MPJPE· 2021-09-03
6.7
best: 15.7 (DetNet)
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction arXiv:2109.01723
Pose EstimationonFreiHAND
PA-MPVPE· 2021-09-03
6.7
best: 13.2 (Hasson et al.)
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction arXiv:2109.01723
3D Hand Pose EstimationonFreiHAND
PA-F@15mm· 2021-09-03
0.981
best: 0.993 (ExtPose)
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction arXiv:2109.01723
3D Hand Pose EstimationonFreiHAND
PA-F@5mm· 2021-09-03
0.724
best: 0.825 (WiLoR)
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction arXiv:2109.01723
3D Hand Pose EstimationonFreiHAND
PA-MPJPE· 2021-09-03
6.7
best: 15.7 (DetNet)
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction arXiv:2109.01723
3D Hand Pose EstimationonFreiHAND
PA-MPVPE· 2021-09-03
6.7
best: 13.2 (Hasson et al.)
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction arXiv:2109.01723

Methodology20 results

3DonDAVIS-S
F-measure· 2021-08-08
0.935
best: 0.98 (BiRefNet (HRSOD, UHRSD))
SOTA
Disentangled High Quality Salient Object Detection arXiv:2108.03551
3DonDAVIS-S
MAE· 2021-08-08
0.012
best: 0.006 (BiRefNet (HRSOD, UHRSD))
SOTA
Disentangled High Quality Salient Object Detection arXiv:2108.03551
3DonDAVIS-S
S-measure· 2021-08-08
0.92
best: 0.976 (BiRefNet (HRSOD, UHRSD))
SOTA
Disentangled High Quality Salient Object Detection arXiv:2108.03551
3DonDAVIS-S
mBA· 2021-08-08
0.716
best: 0.77 (InSPyReNet (DUTS, HRSOD))
SOTA
Disentangled High Quality Salient Object Detection arXiv:2108.03551
2D ClassificationonDAVIS-S
F-measure· 2021-08-08
0.935
best: 0.98 (BiRefNet (HRSOD, UHRSD))
SOTA
Disentangled High Quality Salient Object Detection arXiv:2108.03551
2D ClassificationonDAVIS-S
MAE· 2021-08-08
0.012
best: 0.006 (BiRefNet (HRSOD, UHRSD))
SOTA
Disentangled High Quality Salient Object Detection arXiv:2108.03551
2D ClassificationonDAVIS-S
S-measure· 2021-08-08
0.92
best: 0.976 (BiRefNet (HRSOD, UHRSD))
SOTA
Disentangled High Quality Salient Object Detection arXiv:2108.03551
2D ClassificationonDAVIS-S
mBA· 2021-08-08
0.716
best: 0.77 (InSPyReNet (DUTS, HRSOD))
SOTA
Disentangled High Quality Salient Object Detection arXiv:2108.03551
2D Object DetectiononDAVIS-S
F-measure· 2021-08-08
0.935
best: 0.98 (BiRefNet (HRSOD, UHRSD))
SOTA
Disentangled High Quality Salient Object Detection arXiv:2108.03551
2D Object DetectiononDAVIS-S
MAE· 2021-08-08
0.012
best: 0.006 (BiRefNet (HRSOD, UHRSD))
SOTA
Disentangled High Quality Salient Object Detection arXiv:2108.03551
2D Object DetectiononDAVIS-S
S-measure· 2021-08-08
0.92
best: 0.976 (BiRefNet (HRSOD, UHRSD))
SOTA
Disentangled High Quality Salient Object Detection arXiv:2108.03551
2D Object DetectiononDAVIS-S
mBA· 2021-08-08
0.716
best: 0.77 (InSPyReNet (DUTS, HRSOD))
SOTA
Disentangled High Quality Salient Object Detection arXiv:2108.03551
16konDAVIS-S
F-measure· 2021-08-08
0.935
best: 0.98 (BiRefNet (HRSOD, UHRSD))
SOTA
Disentangled High Quality Salient Object Detection arXiv:2108.03551
16konDAVIS-S
MAE· 2021-08-08
0.012
best: 0.006 (BiRefNet (HRSOD, UHRSD))
SOTA
Disentangled High Quality Salient Object Detection arXiv:2108.03551
16konDAVIS-S
S-measure· 2021-08-08
0.92
best: 0.976 (BiRefNet (HRSOD, UHRSD))
SOTA
Disentangled High Quality Salient Object Detection arXiv:2108.03551
16konDAVIS-S
mBA· 2021-08-08
0.716
best: 0.77 (InSPyReNet (DUTS, HRSOD))
SOTA
Disentangled High Quality Salient Object Detection arXiv:2108.03551
3DonFreiHAND
PA-F@15mm· 2021-09-03
0.981
best: 0.993 (ExtPose)
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction arXiv:2109.01723
3DonFreiHAND
PA-F@5mm· 2021-09-03
0.724
best: 0.825 (WiLoR)
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction arXiv:2109.01723
3DonFreiHAND
PA-MPJPE· 2021-09-03
6.7
best: 15.7 (DetNet)
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction arXiv:2109.01723
3DonFreiHAND
PA-MPVPE· 2021-09-03
6.7
best: 13.2 (Hasson et al.)
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction arXiv:2109.01723

Graphs4 results

Hand Pose EstimationonFreiHAND
PA-F@15mm· 2021-09-03
0.981
best: 0.993 (ExtPose)
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction arXiv:2109.01723
Hand Pose EstimationonFreiHAND
PA-F@5mm· 2021-09-03
0.724
best: 0.825 (WiLoR)
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction arXiv:2109.01723
Hand Pose EstimationonFreiHAND
PA-MPJPE· 2021-09-03
6.7
best: 15.7 (DetNet)
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction arXiv:2109.01723
Hand Pose EstimationonFreiHAND
PA-MPVPE· 2021-09-03
6.7
best: 13.2 (Hasson et al.)
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction arXiv:2109.01723

Audio4 results

1 Image, 2*2 StitchionFreiHAND
PA-F@15mm· 2021-09-03
0.981
best: 0.993 (ExtPose)
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction arXiv:2109.01723
1 Image, 2*2 StitchionFreiHAND
PA-F@5mm· 2021-09-03
0.724
best: 0.825 (WiLoR)
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction arXiv:2109.01723
1 Image, 2*2 StitchionFreiHAND
PA-MPJPE· 2021-09-03
6.7
best: 15.7 (DetNet)
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction arXiv:2109.01723
1 Image, 2*2 StitchionFreiHAND
PA-MPVPE· 2021-09-03
6.7
best: 13.2 (Hasson et al.)
Towards Accurate Alignment in Real-time 3D Hand-Mesh Reconstruction arXiv:2109.01723