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SOTA Camera-controlled Video Generation benchmarks and papers with code | Wizwand
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Camera-controlled Video Generation
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
DL3DV 160 samples subset 10K (val)
GWTF
CLIP Consistency
0.984
7
1mo ago
Tanks and Temples
Rays as Pixels
FID
13.02
6
6d ago
DL3DV-140
Rays as Pixels
FID
9.73
6
6d ago
RealEstate10K
Rays as Pixels
FID
15.76
6
6d ago
Custom Evaluation Set
DIFF4SPLAT
FVD
210.153
6
11d ago
Camera-Controlled Video Generation Benchmark
DIFF4SPLAT
Average Matches Score
5,114.22
6
11d ago
Koala
EX4D
RotErr
0.637
6
1mo ago
RealEstate dataset
AKiRa
FVD
54.83
6
1mo ago
WebVid
InfCam
RotErr
3.162
5
1mo ago
HoIHQ Benchmark
CETCAM
Overall Score
87.24
5
1mo ago
CameraBench Dataset
CETCAM
Overall Score
86.12
5
1mo ago
UNI3C-OOD-Challenging Dataset
CETCAM
Overall Score
85.84
5
1mo ago
Ava-256 Static camera setting
FaceCam
PSNR
15.85
4
1mo ago
SpatialVID extreme
GIMBALDIFFUSION
PitchErr (abs)
23.79
4
1mo ago
AugMCV different intrinsics (test)
InfCam
PSNR
22.261
4
1mo ago
AugMCV shared intrinsics (test)
InfCam
PSNR
22.677
4
1mo ago
Proposed Dataset 1800 generated videos
SpaceTimePilot
RelRot
2.71
4
1mo ago
Short-horizon Video Generation 16-frame (test)
WorldCam
RPE Translation Error
0.026
3
1mo ago
Camera Pose Fidelity Evaluation Set
Ours (Explicit)
Avg RPE (Translation)
0.012
2
11d ago
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