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SOTA Text-to-Video Generation benchmarks and papers with code | Wizwand
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Text-to-Video Generation
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
VBench
PISCES
Quality Score
86.73
111
3d ago
MSR-VTT (test)
VideoPoet
CLIP Similarity
0.3123
85
3d ago
UCF-101
Make-A-Video
FVD
81
61
3d ago
UCF-101 zero-shot
Snap Video
FVD
200.2
44
3d ago
MSR-VTT
Dysen-VDM
CLIPSIM
0.3204
28
3d ago
UCF-101 (test)
Goku-2B
FVD
217.24
25
3d ago
HunyuanVideo
Original
LPIPS
0
22
3d ago
T2V-CompBench
WAN 2.2 (5B)
Consistency Attribute Score
0.943
22
3d ago
VBench HunyuanVideo (test)
Full-Compute
VBench Score (%)
81.4
21
3d ago
VideoPhy
CogVideoX-5B
PC Score
0.42
20
3d ago
MSR-VTT zero-shot
PYoCo
CLIPSIM
32.04
20
3d ago
PhyGenBench 1.0 (test)
CogVideoX-5B
PC
0.42
16
3d ago
VBench 2024 (test)
T2V-Turbo
Total Score
81.01
15
3d ago
VBench (test)
Full-Compute
Total Score
81.4
14
3d ago
VBench 1.0 (test)
Original (50 steps)
VBench Score
82.1
13
3d ago
UCF-101 (fine-tuning)
Dysen-VDM
IS
95.23
13
3d ago
VBench
Evaluation Agent
Evaluation Time (min)
6
12
3d ago
Movie 17 frames, 512x512 (val)
SSVAE
UR
50.8
11
3d ago
MovieGenBench 17 frames, 512x512
WF-VAE
UR
29.2
11
3d ago
VBench 17 frames, 512x512
SSVAE
UR
45.9
11
3d ago
Private Video Dataset Wan2.1-T2V-14B-720P (test)
SLA2
IQ
69.63
10
3d ago
Private Video Dataset Wan2.1-T2V-1.3B-480P (test)
SLA2
IQ
67.7
10
3d ago
VideoPhy2 HARD
ProPhy
PC Score
52.8
10
3d ago
VideoPhy2 (ALL)
VideoREPA
PC Score
72.5
10
3d ago
TV-Align (test)
VTok
Counting Alignment
33.7
10
3d ago
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