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Models/DisCoRD (+MoMask)

DisCoRD (+MoMask)

Reported on 24 benchmarks across 4 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Audio12 results

10-shot image generationonHumanML3D
FID· 2024-11-29
0.032
best: 0.028 (Motion Anything)
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding arXiv:2411.19527
10-shot image generationonHumanML3D
Multimodality· 2024-11-29
1.288
best: 4.139 (TM2D (t2m))
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding arXiv:2411.19527
10-shot image generationonHumanML3D
R Precision Top3· 2024-11-29
0.809
best: 0.842 (MotionPCM)
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding arXiv:2411.19527
10-shot image generationonKIT Motion-Language
FID· 2024-11-29
0.169
best: 0.131 (Motion Anything)
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding arXiv:2411.19527
10-shot image generationonKIT Motion-Language
Multimodality· 2024-11-29
1.266
best: 3.627 (GraphMotion)
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding arXiv:2411.19527
10-shot image generationonKIT Motion-Language
R Precision Top3· 2024-11-29
0.775
best: 0.803 (BiPO)
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding arXiv:2411.19527
3D Human Pose TrackingonHumanML3D
FID· 2024-11-29
0.032
best: 0.028 (Motion Anything)
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding arXiv:2411.19527
3D Human Pose TrackingonHumanML3D
Multimodality· 2024-11-29
1.288
best: 4.139 (TM2D (t2m))
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding arXiv:2411.19527
3D Human Pose TrackingonHumanML3D
R Precision Top3· 2024-11-29
0.809
best: 0.842 (MotionPCM)
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding arXiv:2411.19527
3D Human Pose TrackingonKIT Motion-Language
FID· 2024-11-29
0.169
best: 0.131 (Motion Anything)
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding arXiv:2411.19527
3D Human Pose TrackingonKIT Motion-Language
Multimodality· 2024-11-29
1.266
best: 3.627 (GraphMotion)
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding arXiv:2411.19527
3D Human Pose TrackingonKIT Motion-Language
R Precision Top3· 2024-11-29
0.775
best: 0.803 (BiPO)
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding arXiv:2411.19527

Computer Vision6 results

Pose TrackingonHumanML3D
FID· 2024-11-29
0.032
best: 0.028 (Motion Anything)
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding arXiv:2411.19527
Pose TrackingonHumanML3D
Multimodality· 2024-11-29
1.288
best: 4.139 (TM2D (t2m))
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding arXiv:2411.19527
Pose TrackingonHumanML3D
R Precision Top3· 2024-11-29
0.809
best: 0.842 (MotionPCM)
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding arXiv:2411.19527
Pose TrackingonKIT Motion-Language
FID· 2024-11-29
0.169
best: 0.131 (Motion Anything)
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding arXiv:2411.19527
Pose TrackingonKIT Motion-Language
Multimodality· 2024-11-29
1.266
best: 3.627 (GraphMotion)
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding arXiv:2411.19527
Pose TrackingonKIT Motion-Language
R Precision Top3· 2024-11-29
0.775
best: 0.803 (BiPO)
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding arXiv:2411.19527

Computer Code6 results

Motion SynthesisonHumanML3D
FID· 2024-11-29
0.032
best: 0.028 (Motion Anything)
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding arXiv:2411.19527
Motion SynthesisonHumanML3D
Multimodality· 2024-11-29
1.288
best: 4.139 (TM2D (t2m))
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding arXiv:2411.19527
Motion SynthesisonHumanML3D
R Precision Top3· 2024-11-29
0.809
best: 0.842 (MotionPCM)
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding arXiv:2411.19527
Motion SynthesisonKIT Motion-Language
FID· 2024-11-29
0.169
best: 0.131 (Motion Anything)
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding arXiv:2411.19527
Motion SynthesisonKIT Motion-Language
Multimodality· 2024-11-29
1.266
best: 3.627 (GraphMotion)
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding arXiv:2411.19527
Motion SynthesisonKIT Motion-Language
R Precision Top3· 2024-11-29
0.775
best: 0.803 (BiPO)
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding arXiv:2411.19527