UVG
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Video Compression | UVG | BD-Rate (PSNR)-74.12 | 55 | |
| Video Compression | UVG (test) | BD-Bitrate (PSNR)-35.9 | 35 | |
| Video Compression | UVG | BD-CBR (LPIPS)-95.1 | 28 | |
| Video Compression | UVG standard (full) | Beauty Quality Score34.66 | 24 | |
| Video Compression | UVG | BD-Rate-25.51 | 23 | |
| Video Regression | UVG | Beauty40 | 20 | |
| Video reconstruction | UVG (test) | Beauty Score34.69 | 20 | |
| Rate Control | UVG | Rate Deviation (∆R)1.02 | 19 | |
| Video Encoding | UVG-HD | PSNR37.61 | 19 | |
| Implicit Video Representation | UVG-HD full 1920x1080 | PSNR (Beauty)34.41 | 18 | |
| Video Representation | UVG (test) | Beauty0.9277 | 18 | |
| Video representation | UVG | Encoding FPS32.4 | 18 | |
| Lossless Data Compression | UVG video | Compression Ratio2.603 | 11 | |
| Video Regression | UVG 19 (test) | Bea. PSNR34.41 | 10 | |
| Video Compression Preprocessing | UVG 1080p | BD-VMAF16.4 | 8 | |
| Video Reconstruction | UVG 600 frames | Decoding Speed (FPS)152 | 8 | |
| Video Compression | UVG RGB | BD-Rate-32.6 | 8 | |
| Video Compression | UVG Tier 3 ~0.018 bpp 1080p | PSNR40.5 | 7 | |
| Video Compression | UVG ~0.005 bpp 1080p (Tier 2) | PSNR37.4 | 7 | |
| Video Compression | UVG Tier 1 ~0.002 bpp 1080p | PSNR34.5 | 7 | |
| Video Compression | UVG (full) | BD-Rate (%)-24 | 7 | |
| Video Compression | UVG 1080p | Decoding FPS115.01 | 7 | |
| Video Restoration | UVG 4K original | PSNR32.764 | 6 | |
| Video Compression | UVG B-frames (test) | LPIPS0.44 | 6 | |
| Video Compression | UVG P-frames (test) | LPIPS0.451 | 6 |
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