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RealEstate10K

Benchmarks

Task NameDataset NameSOTA ResultTrend
Novel View SynthesisRealEstate10K
PSNR32.89
116
Novel View SynthesisRealEstate10K Hard
PSNR24.18
20
Novel View SynthesisRealEstate10K Easy
PSNR26.54
20
Few-view 3D ReconstructionRealEstate10K (test)
PSNR32.2
20
Novel View SynthesisRealEstate10K v1 (hold-out scenes)
PSNR30.72
16
Novel View SynthesisRealEstate10K t=5 (test)
LPIPS0.038
16
Scene-level View SynthesisRealEstate10k (val)
PSNR29.86
15
Multi-view pose regressionRealEstate10K
mAA(30)79.9
15
Novel View SynthesisRealEstate10K Medium
PSNR19.5346
14
Novel View SynthesisRealEstate10K (RE10K) t=10 (test)
LPIPS0.049
14
Single-view Novel View SynthesisRealEstate10K Long-term, 200th frame 84 (test)
PSNR17.13
13
Single-view Novel View SynthesisRealEstate10K Short-term, 50th frame 84 (test)
PSNR20.32
13
Camera Pose EstimationRealEstate10K (unseen)
AUC@3093.5
12
Novel View SynthesisRealEstate10K 80 (test)
PSNR25.845
10
Relative Camera Pose EstimationRealEstate10K (test)
AUC @ 5 deg69.1
10
3D Camera-Controlled Video SynthesisRealEstate10K (unseen camera trajectories)
TransErr0.358
9
Video GenerationRealEstate10K (RE10K) (test)
PSNR23.77
8
Stereo Video SynthesisRealEstate10K (test)
FVD67.09
8
Novel View SynthesisRealEstate10K 36 view
PSNR30.25
6
Novel View SynthesisRealEstate10K 24 view
PSNR29.987
6
Novel View SynthesisRealEstate10K 12 view
PSNR28.552
6
3D Scene GenerationRealEstate10K (RE10K) (test)
PSNR27.57
6
Video GenerationRealEstate10K >=256 frames (test)
PSNR13.89
6
Video GenerationRealEstate10K 0~200 frames (test)
PSNR14.57
6
Video GenerationRealEstate10K 0~128 frames (test)
PSNR15.91
6
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