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Papers Benchmarks Datasets Tasks

Video Frame Interpolation research benchmarks – Page 5 · SOTA2 Research

Video Frame Interpolation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Adobe240-fps x2 (test)

29.49PSNR

7

Feb 26, 2026

35.52PSNR

6

Jun 24, 2026

Eiger real data

35.243PSNR

6

Jun 24, 2026

10 re-collected videos high-ratio interpolation (test)

21.5FID

6

Mar 4, 2026

X4K1000FPS (test)

36.8PSNR

6

Mar 4, 2026

DAVIS 1080P 2017 (test)

27.61PSNR

6

Feb 26, 2026

HS-ERGB 7 skips

33.48PSNR

6

Feb 26, 2026

0.06Inference Latency (s)

6

Feb 26, 2026

See You Again Video (test)

2.03MAE

6

Feb 26, 2026

Internal Dataset (10-fold cross-validation)

3.66MAE

6

Feb 26, 2026

10NFE

5

Mar 6, 2026

XTest-entire (16x downsampling)

0.055LPIPS

5

Feb 26, 2026

SNU-FILM entire (16x downsampling)

0.074LPIPS

5

Feb 26, 2026

SNU-FILM entire 8x downsampling

0.045LPIPS

5

Feb 26, 2026

SNU-FILM entire 4x downsampling

0.028LPIPS

5

Feb 26, 2026

DAVIS and RealEstate10K Frame Gap = 12

0.198LPIPS

5

Feb 26, 2026

DAVIS and RealEstate10K Frame Gap = 23

0.154LPIPS

5

Feb 26, 2026

Inter4K L (test)

25.16PSNR

5

Feb 26, 2026

Inter4K-S (test)

29.29PSNR

5

Feb 26, 2026

0.904SSIM

5

Feb 26, 2026

94.2SSIM

5

Feb 26, 2026

0.949SSIM

5

Feb 26, 2026

33.68PSNR

5

Feb 26, 2026

Middlebury (test)

5.49SSD (All)

5

Feb 26, 2026

Vimeo90K 9 (test)

34.4PSNR

5

Feb 26, 2026

Page 5 of 6

Popular datasets

SNU-FILM Middlebury Vimeo90K UCF101 GoPro

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