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Models/EMA-VFI

EMA-VFI

Reported on 52 benchmarks across 2 tasks · 2 papers · 28 SOTA

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

Computer Vision52 results

VideoonLAVIB
LPIPS· 2024-06-14
0.03105
best: 0.02934 (FLAVR)
SOTA
LAVIB: A Large-scale Video Interpolation Benchmark arXiv:2406.09754
Video Frame InterpolationonLAVIB
LPIPS· 2024-06-14
0.03105
best: 0.02934 (FLAVR)
SOTA
LAVIB: A Large-scale Video Interpolation Benchmark arXiv:2406.09754
VideoonVimeo90K
SSIM· 2023-03-01
0.9819
SOTA
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
VideoonXiph-2K
PSNR· 2023-03-01
36.9
best: 37.13 (VFIMamba)
SOTA
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
VideoonXiph-4k
PSNR· 2023-03-01
34.67
SOTA
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
VideoonXiph-4k
SSIM· 2023-03-01
0.907
SOTA
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
VideoonUCF101
PSNR· 2023-03-01
35.48
SOTA
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
VideoonSNU-FILM (extreme)
SSIM· 2023-03-01
0.8661
best: 0.876 (DBVI)
SOTA
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
VideoonSNU-FILM (hard)
SSIM· 2023-03-01
0.9392
best: 0.953 (DBVI)
SOTA
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
VideoonMSU Video Frame Interpolation
LPIPS· 2023-03-01
0.022
best: 0.021 (DQBC)
SOTA
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
VideoonMSU Video Frame Interpolation
MS-SSIM· 2023-03-01
0.965
SOTA
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
VideoonMSU Video Frame Interpolation
PSNR· 2023-03-01
29.89
SOTA
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
VideoonMSU Video Frame Interpolation
SSIM· 2023-03-01
0.953
SOTA
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
VideoonMSU Video Frame Interpolation
VMAF· 2023-03-01
71.71
best: 72.12 (DQBC)
SOTA
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
VideoonX4K1000FPS-2K
PSNR· 2023-03-01
32.85
best: 33.33 (VFIMamba)
SOTA
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
Video Frame InterpolationonVimeo90K
SSIM· 2023-03-01
0.9819
SOTA
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
Video Frame InterpolationonXiph-2K
PSNR· 2023-03-01
36.9
best: 37.13 (VFIMamba)
SOTA
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
Video Frame InterpolationonXiph-4k
PSNR· 2023-03-01
34.67
SOTA
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
Video Frame InterpolationonXiph-4k
SSIM· 2023-03-01
0.907
SOTA
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
Video Frame InterpolationonUCF101
PSNR· 2023-03-01
35.48
SOTA
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
Video Frame InterpolationonSNU-FILM (extreme)
SSIM· 2023-03-01
0.8661
best: 0.876 (DBVI)
SOTA
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
Video Frame InterpolationonSNU-FILM (hard)
SSIM· 2023-03-01
0.9392
best: 0.953 (DBVI)
SOTA
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
Video Frame InterpolationonMSU Video Frame Interpolation
LPIPS· 2023-03-01
0.022
best: 0.021 (DQBC)
SOTA
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
Video Frame InterpolationonMSU Video Frame Interpolation
MS-SSIM· 2023-03-01
0.965
SOTA
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
Video Frame InterpolationonMSU Video Frame Interpolation
PSNR· 2023-03-01
29.89
SOTA
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
Video Frame InterpolationonMSU Video Frame Interpolation
SSIM· 2023-03-01
0.953
SOTA
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
Video Frame InterpolationonMSU Video Frame Interpolation
VMAF· 2023-03-01
71.71
best: 72.12 (DQBC)
SOTA
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
Video Frame InterpolationonX4K1000FPS-2K
PSNR· 2023-03-01
32.85
best: 33.33 (VFIMamba)
SOTA
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
VideoonLAVIB
PSNR· 2024-06-14
33.14
best: 33.44 (FLAVR)
LAVIB: A Large-scale Video Interpolation Benchmark arXiv:2406.09754
VideoonLAVIB
SSIM· 2024-06-14
0.978
best: 0.981 (FLAVR)
LAVIB: A Large-scale Video Interpolation Benchmark arXiv:2406.09754
Video Frame InterpolationonLAVIB
PSNR· 2024-06-14
33.14
best: 33.44 (FLAVR)
LAVIB: A Large-scale Video Interpolation Benchmark arXiv:2406.09754
Video Frame InterpolationonLAVIB
SSIM· 2024-06-14
0.978
best: 0.981 (FLAVR)
LAVIB: A Large-scale Video Interpolation Benchmark arXiv:2406.09754
VideoonVimeo90K
PSNR· 2023-03-01
36.64
best: 40.17 (iSeeBetter)
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
VideoonXiph-2K
SSIM· 2023-03-01
0.945
best: 0.967 (M2M-PWC)
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
VideoonSNU-FILM (medium)
PSNR· 2023-03-01
36.09
best: 37.111 (ST-MFNet)
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
VideoonSNU-FILM (medium)
SSIM· 2023-03-01
0.9801
best: 0.985 (DBVI)
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
VideoonSNU-FILM (easy)
PSNR· 2023-03-01
39.98
best: 40.775 (ST-MFNet)
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
VideoonSNU-FILM (easy)
SSIM· 2023-03-01
0.991
best: 0.9912 (VFIMamba)
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
VideoonUCF101
SSIM· 2023-03-01
0.9701
best: 0.979 (MA-CSPA)
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
VideoonSNU-FILM (extreme)
PSNR· 2023-03-01
25.69
best: 25.9 (DBVI)
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
VideoonSNU-FILM (hard)
PSNR· 2023-03-01
30.94
best: 31.698 (ST-MFNet)
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
VideoonX4K1000FPS
PSNR· 2023-03-01
31.46
best: 32.92 (HiFI)
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
Video Frame InterpolationonVimeo90K
PSNR· 2023-03-01
36.64
best: 36.76 (MA-CSPA)
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
Video Frame InterpolationonXiph-2K
SSIM· 2023-03-01
0.945
best: 0.967 (M2M-PWC)
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
Video Frame InterpolationonSNU-FILM (medium)
PSNR· 2023-03-01
36.09
best: 37.111 (ST-MFNet)
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
Video Frame InterpolationonSNU-FILM (medium)
SSIM· 2023-03-01
0.9801
best: 0.985 (DBVI)
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
Video Frame InterpolationonSNU-FILM (easy)
PSNR· 2023-03-01
39.98
best: 40.775 (ST-MFNet)
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
Video Frame InterpolationonSNU-FILM (easy)
SSIM· 2023-03-01
0.991
best: 0.9912 (VFIMamba)
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
Video Frame InterpolationonUCF101
SSIM· 2023-03-01
0.9701
best: 0.979 (MA-CSPA)
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
Video Frame InterpolationonSNU-FILM (extreme)
PSNR· 2023-03-01
25.69
best: 25.9 (DBVI)
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
Video Frame InterpolationonSNU-FILM (hard)
PSNR· 2023-03-01
30.94
best: 31.698 (ST-MFNet)
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440
Video Frame InterpolationonX4K1000FPS
PSNR· 2023-03-01
31.46
best: 32.92 (HiFI)
Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation arXiv:2303.00440