Video Frame Interpolation on Xiph-2k
37.36PSNRHiFI
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HiFITraining dataset=Vimeo + X-TRAIN + Raw videos2024.10 | 37.36 | 96.9 | |
| VFIMambaTraining Dataset=Vimeo-90K + X-TRAIN2024.07 | 37.13 | 94.51 | |
| EMA-VFITraining dataset=Vimeo (+septuplet for X-TEST)2024.10 | 36.9 | 94.5 | |
| VFIMamba-STraining Dataset=Vimeo-90K + X-TRAIN2024.07 | 36.72 | 94.28 | |
| IQ-VFITraining dataset=Vimeo2024.10 | 36.68 | 94.2 | |
| FILMTraining dataset=Vimeo2024.10 | 36.66 | 95.1 | |
| HiFITraining dataset=Vimeo + X-TRAIN2024.10 | 36.64 | 96.7 | |
| SoftSplatGFLOPS (share)=95, GFLOPS (unshare)=218, Speed (ms/f)=122, Arbitrary Interpolation=true2022.04 | 36.62 | 94.4 | |
| SGM-VFITraining Dataset=Vimeo-90K + X-TRAIN2024.07 | 36.57 | 94.24 | |
| EMA-VFI-STraining Dataset=Vimeo-90K2024.07 | 36.55 | 94.21 | |
| M2M-PWCGFLOPS (share)=87, GFLOPS (unshare)=< 1, Speed (ms/f)=32, Arbitrary Interpolation=true2022.04 | 36.45 | 96.7 | |
| M2M-VFITraining Dataset=Vimeo-90K2024.07 | 36.44 | 94.27 | |
| M2MTraining dataset=Vimeo2024.10 | 36.44 | 96.7 | |
| AMT-GTraining Dataset=Vimeo-90K2024.07 | 36.38 | 94.1 | |
| AMTTraining dataset=Vimeo2024.10 | 36.38 | 94.1 | |
| FILMTraining Dataset=Vimeo-90K2024.07 | 36.32 | 93.43 | |
| AMT-LTraining Dataset=Vimeo-90K2024.07 | 36.27 | 94.02 | |
| IFRNet-LTraining Dataset=Vimeo-90K2024.07 | 36.21 | 93.74 | |
| RIFETraining Dataset=Vimeo-90K2024.07 | 36.19 | 93.8 | |
| RIFEGFLOPS (share)=N/A, GFLOPS (unshare)=20, Speed (ms/f)=17, Arbitrary Interpolation=true2022.04 | 36.15 | 96.2 | |
| M2M-DISGFLOPS (share)=61, GFLOPS (unshare)=< 1, Speed (ms/f)=28, Arbitrary Interpolation=true2022.04 | 36.14 | 96.5 | |
| DAINGFLOPS (share)=712, GFLOPS (unshare)=1308, Speed (ms/f)=977, Arbitrary Interpolation=true2022.04 | 35.97 | 94 | |
| CAINGFLOPS (share)=N/A, GFLOPS (unshare)=29, Speed (ms/f)=47, Arbitrary Interpolation=false2022.04 | 35.21 | 93.7 | |
| ABMEGFLOPS (share)=N/A, GFLOPS (unshare)=549, Speed (ms/f)=497, Arbitrary Interpolation=true2022.04 | 35.18 | 96.4 | |
| AdaCoFGFLOPS (share)=N/A, GFLOPS (unshare)=117, Speed (ms/f)=36, Arbitrary Interpolation=false2022.04 | 34.82 | 92.7 | |
| FLDRTraining Dataset=X-TRAIN2024.07 | 34.8 | 92.8 | |
| SepConvGFLOPS (share)=N/A, GFLOPS (unshare)=93, Speed (ms/f)=101, Arbitrary Interpolation=false2022.04 | 34.77 | 92.9 | |
| XVFITraining Dataset=X-TRAIN2024.07 | 34.76 | 92.58 | |
| BiFormerTraining Dataset=Vimeo-90K + X-TRAIN2024.07 | 34.2 | 92.46 |