amq-12 + x264

Reported on 44 benchmarks across 11 tasks

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

Computer Vision20 results

3D Human Pose EstimationonMSU Super-Resolution for Video Compression
BSQ-rate over ERQA
0.922
best: 21.965 (bicubic + aomenc)
3D Human Pose EstimationonMSU Super-Resolution for Video Compression
BSQ-rate over LPIPS
0.767
best: 0.559 (SwinIR + x264)
3D Human Pose EstimationonMSU Super-Resolution for Video Compression
BSQ-rate over MS-SSIM
0.643
best: 11.643 (EGVSR + aomenc)
3D Human Pose EstimationonMSU Super-Resolution for Video Compression
BSQ-rate over PSNR
0.813
best: 15.144 (SwinIR + uavs3e)
VideoonMSU Super-Resolution for Video Compression
BSQ-rate over ERQA
0.922
best: 21.965 (bicubic + aomenc)
VideoonMSU Super-Resolution for Video Compression
BSQ-rate over LPIPS
0.767
best: 0.559 (SwinIR + x264)
VideoonMSU Super-Resolution for Video Compression
BSQ-rate over MS-SSIM
0.643
best: 11.643 (EGVSR + aomenc)
VideoonMSU Super-Resolution for Video Compression
BSQ-rate over PSNR
0.813
best: 15.144 (SwinIR + uavs3e)
Pose EstimationonMSU Super-Resolution for Video Compression
BSQ-rate over ERQA
0.922
best: 21.965 (bicubic + aomenc)
Pose EstimationonMSU Super-Resolution for Video Compression
BSQ-rate over LPIPS
0.767
best: 0.559 (SwinIR + x264)
Pose EstimationonMSU Super-Resolution for Video Compression
BSQ-rate over MS-SSIM
0.643
best: 11.643 (EGVSR + aomenc)
Pose EstimationonMSU Super-Resolution for Video Compression
BSQ-rate over PSNR
0.813
best: 15.144 (SwinIR + uavs3e)
Video Super-ResolutiononMSU Super-Resolution for Video Compression
BSQ-rate over ERQA
0.922
best: 21.965 (bicubic + aomenc)
Video Super-ResolutiononMSU Super-Resolution for Video Compression
BSQ-rate over LPIPS
0.767
best: 0.559 (SwinIR + x264)
Video Super-ResolutiononMSU Super-Resolution for Video Compression
BSQ-rate over MS-SSIM
0.643
best: 11.643 (EGVSR + aomenc)
Video Super-ResolutiononMSU Super-Resolution for Video Compression
BSQ-rate over PSNR
0.813
best: 15.144 (SwinIR + uavs3e)
3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
BSQ-rate over ERQA
0.922
best: 21.965 (bicubic + aomenc)
3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
BSQ-rate over LPIPS
0.767
best: 0.559 (SwinIR + x264)
3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
BSQ-rate over MS-SSIM
0.643
best: 11.643 (EGVSR + aomenc)
3D Object Super-ResolutiononMSU Super-Resolution for Video Compression
BSQ-rate over PSNR
0.813
best: 15.144 (SwinIR + uavs3e)

Knowledge Base8 results

2D Human Pose EstimationonMSU Super-Resolution for Video Compression
BSQ-rate over ERQA
0.922
best: 21.965 (bicubic + aomenc)
2D Human Pose EstimationonMSU Super-Resolution for Video Compression
BSQ-rate over LPIPS
0.767
best: 0.559 (SwinIR + x264)
2D Human Pose EstimationonMSU Super-Resolution for Video Compression
BSQ-rate over MS-SSIM
0.643
best: 11.643 (EGVSR + aomenc)
2D Human Pose EstimationonMSU Super-Resolution for Video Compression
BSQ-rate over PSNR
0.813
best: 15.144 (SwinIR + uavs3e)
3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
BSQ-rate over ERQA
0.922
best: 21.965 (bicubic + aomenc)
3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
BSQ-rate over LPIPS
0.767
best: 0.559 (SwinIR + x264)
3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
BSQ-rate over MS-SSIM
0.643
best: 11.643 (EGVSR + aomenc)
3D Absolute Human Pose EstimationonMSU Super-Resolution for Video Compression
BSQ-rate over PSNR
0.813
best: 15.144 (SwinIR + uavs3e)

Graphs4 results

Super-ResolutiononMSU Super-Resolution for Video Compression
BSQ-rate over ERQA
0.922
best: 21.965 (bicubic + aomenc)
Super-ResolutiononMSU Super-Resolution for Video Compression
BSQ-rate over LPIPS
0.767
best: 0.559 (SwinIR + x264)
Super-ResolutiononMSU Super-Resolution for Video Compression
BSQ-rate over MS-SSIM
0.643
best: 11.643 (EGVSR + aomenc)
Super-ResolutiononMSU Super-Resolution for Video Compression
BSQ-rate over PSNR
0.813
best: 15.144 (SwinIR + uavs3e)

Methodology4 results

3DonMSU Super-Resolution for Video Compression
BSQ-rate over ERQA
0.922
best: 21.965 (bicubic + aomenc)
3DonMSU Super-Resolution for Video Compression
BSQ-rate over LPIPS
0.767
best: 0.559 (SwinIR + x264)
3DonMSU Super-Resolution for Video Compression
BSQ-rate over MS-SSIM
0.643
best: 11.643 (EGVSR + aomenc)
3DonMSU Super-Resolution for Video Compression
BSQ-rate over PSNR
0.813
best: 15.144 (SwinIR + uavs3e)

Playing Games4 results

3D Face AnimationonMSU Super-Resolution for Video Compression
BSQ-rate over ERQA
0.922
best: 21.965 (bicubic + aomenc)
3D Face AnimationonMSU Super-Resolution for Video Compression
BSQ-rate over LPIPS
0.767
best: 0.559 (SwinIR + x264)
3D Face AnimationonMSU Super-Resolution for Video Compression
BSQ-rate over MS-SSIM
0.643
best: 11.643 (EGVSR + aomenc)
3D Face AnimationonMSU Super-Resolution for Video Compression
BSQ-rate over PSNR
0.813
best: 15.144 (SwinIR + uavs3e)

Audio4 results

1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
BSQ-rate over ERQA
0.922
best: 21.965 (bicubic + aomenc)
1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
BSQ-rate over LPIPS
0.767
best: 0.559 (SwinIR + x264)
1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
BSQ-rate over MS-SSIM
0.643
best: 11.643 (EGVSR + aomenc)
1 Image, 2*2 StitchionMSU Super-Resolution for Video Compression
BSQ-rate over PSNR
0.813
best: 15.144 (SwinIR + uavs3e)