task_path
stringlengths
3
199
dataset
stringlengths
1
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9.22k
Video > Video Generation
UCF-101
TATS (128x128, class-conditional)
https://arxiv.org/abs/2204.03638v4
FVD16
332
Video > Video Generation
UCF-101
Lumiere (Zero-shot. 1024x1024, text-conditional)
https://arxiv.org/abs/2401.12945v2
Inception Score
37.54
Video > Video Generation
UCF-101
Lumiere (Zero-shot. 1024x1024, text-conditional)
https://arxiv.org/abs/2401.12945v2
FVD16
332.49
Video > Video Generation
UCF-101
GridDiff (Zero-shot)
https://arxiv.org/abs/2404.00234v2
Inception Score
62.88
Video > Video Generation
UCF-101
GridDiff (Zero-shot)
https://arxiv.org/abs/2404.00234v2
FVD16
340.0
Video > Video Generation
UCF-101
VideoAssembler (Zero-shot, 256x256, class-conditional)
https://arxiv.org/abs/2311.17338v3
Inception Score
48.01
Video > Video Generation
UCF-101
VideoAssembler (Zero-shot, 256x256, class-conditional)
https://arxiv.org/abs/2311.17338v3
FVD16
346.84
Video > Video Generation
UCF-101
VideoPoet (text-conditional)
https://arxiv.org/abs/2312.14125v4
Inception Score
38.44
Video > Video Generation
UCF-101
VideoPoet (text-conditional)
https://arxiv.org/abs/2312.14125v4
FVD16
355
Video > Video Generation
UCF-101
PYoCo (Zero-shot, 64x64, text-conditional)
https://arxiv.org/abs/2305.10474v3
Inception Score
47.76
Video > Video Generation
UCF-101
PYoCo (Zero-shot, 64x64, text-conditional)
https://arxiv.org/abs/2305.10474v3
FVD16
355.19
Video > Video Generation
UCF-101
Make-A-Video (Zero-shot, 256x256, class-conditional)
https://arxiv.org/abs/2209.14792v1
Inception Score
33
Video > Video Generation
UCF-101
Make-A-Video (Zero-shot, 256x256, class-conditional)
https://arxiv.org/abs/2209.14792v1
FVD16
367.23
Video > Video Generation
UCF-101
LVDM (256x256, unconditional)
https://arxiv.org/abs/2211.13221v2
FVD16
372
Video > Video Generation
UCF-101
LVDM (256x256, unconditional)
https://arxiv.org/abs/2211.13221v2
KVD16
27
Video > Video Generation
UCF-101
MMVG (128x128, unconditional)
https://arxiv.org/abs/2211.12824v2
Inception Score
58.3
Video > Video Generation
UCF-101
MMVG (128x128, unconditional)
https://arxiv.org/abs/2211.12824v2
FVD16
395
Video > Video Generation
UCF-101
TATS (128x128, unconditional)
https://arxiv.org/abs/2204.03638v4
Inception Score
57.63
Video > Video Generation
UCF-101
TATS (128x128, unconditional)
https://arxiv.org/abs/2204.03638v4
FVD16
420
Video > Video Generation
UCF-101
MeBT (128x128, unconditional)
https://arxiv.org/abs/2303.11251v3
Inception Score
65.93
Video > Video Generation
UCF-101
MeBT (128x128, unconditional)
https://arxiv.org/abs/2303.11251v3
FVD16
438
Video > Video Generation
UCF-101
MeBT (128x128, unconditional)
https://arxiv.org/abs/2303.11251v3
FVD128
968
Video > Video Generation
UCF-101
DIGAN (128x128, class-conditional)
https://arxiv.org/abs/2202.10571v1
Inception Score
59.68
Video > Video Generation
UCF-101
DIGAN (128x128, class-conditional)
https://arxiv.org/abs/2202.10571v1
FVD16
465
Video > Video Generation
UCF-101
DIGAN (128x128, class-conditional)
https://arxiv.org/abs/2202.10571v1
KVD16
39.6
Video > Video Generation
UCF-101
LAVIE (320x512, text-conditional)
https://arxiv.org/abs/2309.15103v2
FVD16
526.30
Video > Video Generation
UCF-101
Video LDM (320x512, text-conditional)
https://arxiv.org/abs/2304.08818v2
Inception Score
33.45
Video > Video Generation
UCF-101
Video LDM (320x512, text-conditional)
https://arxiv.org/abs/2304.08818v2
FVD16
550.61
Video > Video Generation
UCF-101
LVDM (256x256, unconditional)
https://arxiv.org/abs/2211.13221v2
FVD16
552
Video > Video Generation
UCF-101
LVDM (256x256, unconditional)
https://arxiv.org/abs/2211.13221v2
KVD16
42
Video > Video Generation
UCF-101
DIGAN (128x128, unconditional)
https://arxiv.org/abs/2202.10571v1
Inception Score
32.70
Video > Video Generation
UCF-101
DIGAN (128x128, unconditional)
https://arxiv.org/abs/2202.10571v1
FVD16
577
Video > Video Generation
UCF-101
TATS (256x256)
https://arxiv.org/abs/2204.03638v4
FVD16
635
Video > Video Generation
UCF-101
TATS (256x256)
https://arxiv.org/abs/2204.03638v4
KVD16
55
Video > Video Generation
UCF-101
MagicVideo (256x256, text-conditional)
https://arxiv.org/abs/2211.11018v2
FVD16
699
Video > Video Generation
UCF-101
MoCoGAN-HD (256x256, unconditional)
https://arxiv.org/abs/2104.15069v1
Inception Score
33.95
Video > Video Generation
UCF-101
MoCoGAN-HD (256x256, unconditional)
https://arxiv.org/abs/2104.15069v1
FVD16
700
Video > Video Generation
UCF-101
MCVD (64x64)
https://arxiv.org/abs/2205.09853v4
FVD16
1143
Video > Video Generation
UCF-101
TGAN-v2 (128x128)
https://arxiv.org/abs/2211.13221v2
FVD16
1209
Video > Video Generation
UCF-101
VDM
https://arxiv.org/abs/2211.13221v2
FVD16
1396
Video > Video Generation
UCF-101
VDM
https://arxiv.org/abs/2211.13221v2
KVD16
116
Video > Video Generation
UCF-101
MCVD
https://arxiv.org/abs/2211.13221v2
FVD16
2460
Video > Video Generation
UCF-101
MCVD
https://arxiv.org/abs/2211.13221v2
KVD16
148
Video > Video Generation
UCF-101
FIFO-Diffusion
https://arxiv.org/abs/2405.11473v4
Inception Score
74.44
Video > Video Generation
UCF-101
FIFO-Diffusion
https://arxiv.org/abs/2405.11473v4
FVD128
596.64
Video > Video Generation
Taichi
StyleSV (256x256)
https://arxiv.org/abs/2212.07413v1
FVD16
82.6
Video > Video Generation
Taichi
TATS (128x128)
https://arxiv.org/abs/2211.13221v2
FVD16
94.6
Video > Video Generation
Taichi
TATS (128x128)
https://arxiv.org/abs/2211.13221v2
KVD16
9.8
Video > Video Generation
Taichi
LVDM (256x256)
https://arxiv.org/abs/2211.13221v2
FVD16
99
Video > Video Generation
Taichi
LVDM (256x256)
https://arxiv.org/abs/2211.13221v2
KVD16
15.3
Video > Video Generation
Taichi
DIGAN (128x128)
https://arxiv.org/abs/2211.13221v2
FVD16
128.1
Video > Video Generation
Taichi
DIGAN (128x128)
https://arxiv.org/abs/2211.13221v2
KVD16
20.6
Video > Video Generation
Taichi
MoCoGAN-HD (128x128)
https://arxiv.org/abs/2211.13221v2
FVD16
144.7
Video > Video Generation
Taichi
MoCoGAN-HD (128x128)
https://arxiv.org/abs/2211.13221v2
KVD16
25.4
Video > Video Generation
Taichi
DIGAN (256x256)
https://arxiv.org/abs/2211.13221v2
FVD16
156.7
Video > Video Generation
BAIR Robot Pushing
MAGVIT
https://arxiv.org/abs/2212.05199v2
FVD score
62
Video > Video Generation
BAIR Robot Pushing
MAGVIT
https://arxiv.org/abs/2212.05199v2
Cond
1
Video > Video Generation
BAIR Robot Pushing
MAGVIT
https://arxiv.org/abs/2212.05199v2
Pred
15
Video > Video Generation
BAIR Robot Pushing
MAGVIT
https://arxiv.org/abs/2212.05199v2
Train
15
Video > Video Generation
BAIR Robot Pushing
RaMViD
https://arxiv.org/abs/2206.07696v3
FVD score
84.20
Video > Video Generation
BAIR Robot Pushing
RaMViD
https://arxiv.org/abs/2206.07696v3
Cond
1
Video > Video Generation
BAIR Robot Pushing
RaMViD
https://arxiv.org/abs/2206.07696v3
Pred
15
Video > Video Generation
BAIR Robot Pushing
RaMViD
https://arxiv.org/abs/2206.07696v3
Train
20
Video > Video Generation
BAIR Robot Pushing
NUWA
https://arxiv.org/abs/2111.12417v1
FVD score
86.9
Video > Video Generation
BAIR Robot Pushing
NUWA
https://arxiv.org/abs/2111.12417v1
Cond
1
Video > Video Generation
BAIR Robot Pushing
NUWA
https://arxiv.org/abs/2111.12417v1
Pred
15
Video > Video Generation
BAIR Robot Pushing
NUWA
https://arxiv.org/abs/2111.12417v1
Train
15
Video > Video Generation
BAIR Robot Pushing
MCVD : c2t5p14
https://arxiv.org/abs/2205.09853v4
FVD score
87.9
Video > Video Generation
BAIR Robot Pushing
MCVD : c2t5p14
https://arxiv.org/abs/2205.09853v4
Cond
2
Video > Video Generation
BAIR Robot Pushing
MCVD : c2t5p14
https://arxiv.org/abs/2205.09853v4
SSIM
0.838
Video > Video Generation
BAIR Robot Pushing
MCVD : c2t5p14
https://arxiv.org/abs/2205.09853v4
PSNR
19.1
Video > Video Generation
BAIR Robot Pushing
MCVD : c2t5p14
https://arxiv.org/abs/2205.09853v4
Pred
14
Video > Video Generation
BAIR Robot Pushing
MCVD : c2t5p14
https://arxiv.org/abs/2205.09853v4
Train
5
Video > Video Generation
BAIR Robot Pushing
MCVD : c1t5p15
https://arxiv.org/abs/2205.09853v4
FVD score
89.5
Video > Video Generation
BAIR Robot Pushing
MCVD : c1t5p15
https://arxiv.org/abs/2205.09853v4
Cond
1
Video > Video Generation
BAIR Robot Pushing
MCVD : c1t5p15
https://arxiv.org/abs/2205.09853v4
SSIM
0.78
Video > Video Generation
BAIR Robot Pushing
MCVD : c1t5p15
https://arxiv.org/abs/2205.09853v4
PSNR
16.9
Video > Video Generation
BAIR Robot Pushing
MCVD : c1t5p15
https://arxiv.org/abs/2205.09853v4
Pred
15
Video > Video Generation
BAIR Robot Pushing
MCVD : c1t5p15
https://arxiv.org/abs/2205.09853v4
Train
5
Video > Video Generation
BAIR Robot Pushing
FitVid
https://arxiv.org/abs/2106.13195v1
FVD score
93.6
Video > Video Generation
BAIR Robot Pushing
FitVid
https://arxiv.org/abs/2106.13195v1
Cond
1
Video > Video Generation
BAIR Robot Pushing
FitVid
https://arxiv.org/abs/2106.13195v1
Pred
15
Video > Video Generation
BAIR Robot Pushing
FitVid
https://arxiv.org/abs/2106.13195v1
Train
15
Video > Video Generation
BAIR Robot Pushing
FitVid
https://arxiv.org/abs/2106.13195v1
Notes
Uses 100 times more fake than real samples (atypical)
Video > Video Generation
BAIR Robot Pushing
Video Transformer
https://arxiv.org/abs/1906.02634v3
FVD score
94± 2
Video > Video Generation
BAIR Robot Pushing
Video Transformer
https://arxiv.org/abs/1906.02634v3
Cond
1
Video > Video Generation
BAIR Robot Pushing
Video Transformer
https://arxiv.org/abs/1906.02634v3
Pred
15
Video > Video Generation
BAIR Robot Pushing
Video Transformer
https://arxiv.org/abs/1906.02634v3
Train
15
Video > Video Generation
BAIR Robot Pushing
Video Transformer
https://arxiv.org/abs/1906.02634v3
Notes
FVD on only leftmost samples is 94, FVD on unrolled (all subsequences) is 96
Video > Video Generation
BAIR Robot Pushing
CCVS
https://arxiv.org/abs/2107.08037v2
FVD score
99 ± 2
Video > Video Generation
BAIR Robot Pushing
CCVS
https://arxiv.org/abs/2107.08037v2
Cond
1
Video > Video Generation
BAIR Robot Pushing
CCVS
https://arxiv.org/abs/2107.08037v2
Pred
15
Video > Video Generation
BAIR Robot Pushing
CCVS
https://arxiv.org/abs/2107.08037v2
Train
15
Video > Video Generation
BAIR Robot Pushing
VideoGPT
https://arxiv.org/abs/2104.10157v2
FVD score
103.3
Video > Video Generation
BAIR Robot Pushing
VideoGPT
https://arxiv.org/abs/2104.10157v2
Cond
1
Video > Video Generation
BAIR Robot Pushing
VideoGPT
https://arxiv.org/abs/2104.10157v2
Pred
15
Video > Video Generation
BAIR Robot Pushing
VideoGPT
https://arxiv.org/abs/2104.10157v2
Train
15
Video > Video Generation
BAIR Robot Pushing
TrIVD-GAN-FP
https://arxiv.org/abs/2003.04035v3
FVD score
103.3
Video > Video Generation
BAIR Robot Pushing
TrIVD-GAN-FP
https://arxiv.org/abs/2003.04035v3
Cond
1
Video > Video Generation
BAIR Robot Pushing
TrIVD-GAN-FP
https://arxiv.org/abs/2003.04035v3
Pred
15