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Models/TTVSR

TTVSR

Reported on 46 benchmarks across 12 tasks · 1 paper

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

Computer Vision22 results

3D Human Pose EstimationonVid4 - 4x upscaling - BD degradation
PSNR· 2022-04-08
28.4
best: 29.54 (RVRT)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
3D Human Pose EstimationonVid4 - 4x upscaling - BD degradation
SSIM· 2022-04-08
0.8643
best: 0.881 (RVRT)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
3D Human Pose EstimationonUDM10 - 4x upscaling
PSNR· 2022-04-08
40.41
best: 42.03 (NeuriCam-net)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
3D Human Pose EstimationonUDM10 - 4x upscaling
SSIM· 2022-04-08
0.9712
best: 0.9814 (NeuriCam-net)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
VideoonVid4 - 4x upscaling - BD degradation
PSNR· 2022-04-08
28.4
best: 29.54 (RVRT)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
VideoonVid4 - 4x upscaling - BD degradation
SSIM· 2022-04-08
0.8643
best: 0.881 (RVRT)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
VideoonUDM10 - 4x upscaling
PSNR· 2022-04-08
40.41
best: 42.03 (NeuriCam-net)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
VideoonUDM10 - 4x upscaling
SSIM· 2022-04-08
0.9712
best: 0.9814 (NeuriCam-net)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
Pose EstimationonVid4 - 4x upscaling - BD degradation
PSNR· 2022-04-08
28.4
best: 29.54 (RVRT)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
Pose EstimationonVid4 - 4x upscaling - BD degradation
SSIM· 2022-04-08
0.8643
best: 0.881 (RVRT)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
Pose EstimationonUDM10 - 4x upscaling
PSNR· 2022-04-08
40.41
best: 42.03 (NeuriCam-net)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
Pose EstimationonUDM10 - 4x upscaling
SSIM· 2022-04-08
0.9712
best: 0.9814 (NeuriCam-net)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
Video Super-ResolutiononVid4 - 4x upscaling - BD degradation
PSNR· 2022-04-08
28.4
best: 29.54 (RVRT)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
Video Super-ResolutiononVid4 - 4x upscaling - BD degradation
SSIM· 2022-04-08
0.8643
best: 0.881 (RVRT)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
Video Super-ResolutiononUDM10 - 4x upscaling
PSNR· 2022-04-08
40.41
best: 42.03 (NeuriCam-net)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
Video Super-ResolutiononUDM10 - 4x upscaling
SSIM· 2022-04-08
0.9712
best: 0.9814 (NeuriCam-net)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
3D Object Super-ResolutiononVid4 - 4x upscaling - BD degradation
PSNR· 2022-04-08
28.4
best: 29.54 (RVRT)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
3D Object Super-ResolutiononVid4 - 4x upscaling - BD degradation
SSIM· 2022-04-08
0.8643
best: 0.881 (RVRT)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
3D Object Super-ResolutiononUDM10 - 4x upscaling
PSNR· 2022-04-08
40.41
best: 42.03 (NeuriCam-net)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
3D Object Super-ResolutiononUDM10 - 4x upscaling
SSIM· 2022-04-08
0.9712
best: 0.9814 (NeuriCam-net)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
Video derainingonVRDS
PSNR· 2022-04-08
28.05
best: 32.04 (RainMamba)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
Video derainingonVRDS
SSIM· 2022-04-08
0.8998
best: 0.959 (Turtle)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216

Knowledge Base8 results

2D Human Pose EstimationonVid4 - 4x upscaling - BD degradation
PSNR· 2022-04-08
28.4
best: 29.54 (RVRT)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
2D Human Pose EstimationonVid4 - 4x upscaling - BD degradation
SSIM· 2022-04-08
0.8643
best: 0.881 (RVRT)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
2D Human Pose EstimationonUDM10 - 4x upscaling
PSNR· 2022-04-08
40.41
best: 42.03 (NeuriCam-net)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
2D Human Pose EstimationonUDM10 - 4x upscaling
SSIM· 2022-04-08
0.9712
best: 0.9814 (NeuriCam-net)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
3D Absolute Human Pose EstimationonVid4 - 4x upscaling - BD degradation
PSNR· 2022-04-08
28.4
best: 29.54 (RVRT)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
3D Absolute Human Pose EstimationonVid4 - 4x upscaling - BD degradation
SSIM· 2022-04-08
0.8643
best: 0.881 (RVRT)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
3D Absolute Human Pose EstimationonUDM10 - 4x upscaling
PSNR· 2022-04-08
40.41
best: 42.03 (NeuriCam-net)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
3D Absolute Human Pose EstimationonUDM10 - 4x upscaling
SSIM· 2022-04-08
0.9712
best: 0.9814 (NeuriCam-net)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216

Graphs4 results

Super-ResolutiononVid4 - 4x upscaling - BD degradation
PSNR· 2022-04-08
28.4
best: 29.54 (RVRT)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
Super-ResolutiononVid4 - 4x upscaling - BD degradation
SSIM· 2022-04-08
0.8643
best: 0.881 (RVRT)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
Super-ResolutiononUDM10 - 4x upscaling
PSNR· 2022-04-08
40.41
best: 42.03 (NeuriCam-net)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
Super-ResolutiononUDM10 - 4x upscaling
SSIM· 2022-04-08
0.9712
best: 0.9814 (NeuriCam-net)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216

Methodology4 results

3DonVid4 - 4x upscaling - BD degradation
PSNR· 2022-04-08
28.4
best: 29.54 (RVRT)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
3DonVid4 - 4x upscaling - BD degradation
SSIM· 2022-04-08
0.8643
best: 0.881 (RVRT)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
3DonUDM10 - 4x upscaling
PSNR· 2022-04-08
40.41
best: 42.03 (NeuriCam-net)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
3DonUDM10 - 4x upscaling
SSIM· 2022-04-08
0.9712
best: 0.9814 (NeuriCam-net)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216

Playing Games4 results

3D Face AnimationonVid4 - 4x upscaling - BD degradation
PSNR· 2022-04-08
28.4
best: 29.54 (RVRT)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
3D Face AnimationonVid4 - 4x upscaling - BD degradation
SSIM· 2022-04-08
0.8643
best: 0.881 (RVRT)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
3D Face AnimationonUDM10 - 4x upscaling
PSNR· 2022-04-08
40.41
best: 42.03 (NeuriCam-net)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
3D Face AnimationonUDM10 - 4x upscaling
SSIM· 2022-04-08
0.9712
best: 0.9814 (NeuriCam-net)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216

Audio4 results

1 Image, 2*2 StitchionVid4 - 4x upscaling - BD degradation
PSNR· 2022-04-08
28.4
best: 29.54 (RVRT)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
1 Image, 2*2 StitchionVid4 - 4x upscaling - BD degradation
SSIM· 2022-04-08
0.8643
best: 0.881 (RVRT)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
1 Image, 2*2 StitchionUDM10 - 4x upscaling
PSNR· 2022-04-08
40.41
best: 42.03 (NeuriCam-net)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216
1 Image, 2*2 StitchionUDM10 - 4x upscaling
SSIM· 2022-04-08
0.9712
best: 0.9814 (NeuriCam-net)
Learning Trajectory-Aware Transformer for Video Super-Resolution arXiv:2204.04216