Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/AttT2M

AttT2M

Reported on 32 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.

Audio16 results

10-shot image generationonHumanML3D
Diversity· 2023-09-02
9.7
best: 23.692 (Diffuion Motion)
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
10-shot image generationonHumanML3D
FID· 2023-09-02
0.112
best: 0.028 (Motion Anything)
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
10-shot image generationonHumanML3D
Multimodality· 2023-09-02
2.452
best: 4.139 (TM2D (t2m))
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
10-shot image generationonHumanML3D
R Precision Top3· 2023-09-02
0.786
best: 0.842 (MotionPCM)
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
10-shot image generationonKIT Motion-Language
Diversity· 2023-09-02
10.96
best: 11.198 (T2M-GPT (τ = 0))
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
10-shot image generationonKIT Motion-Language
FID· 2023-09-02
0.87
best: 0.131 (Motion Anything)
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
10-shot image generationonKIT Motion-Language
Multimodality· 2023-09-02
2.281
best: 3.627 (GraphMotion)
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
10-shot image generationonKIT Motion-Language
R Precision Top3· 2023-09-02
0.751
best: 0.803 (BiPO)
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
3D Human Pose TrackingonHumanML3D
Diversity· 2023-09-02
9.7
best: 23.692 (Diffuion Motion)
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
3D Human Pose TrackingonHumanML3D
FID· 2023-09-02
0.112
best: 0.028 (Motion Anything)
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
3D Human Pose TrackingonHumanML3D
Multimodality· 2023-09-02
2.452
best: 4.139 (TM2D (t2m))
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
3D Human Pose TrackingonHumanML3D
R Precision Top3· 2023-09-02
0.786
best: 0.842 (MotionPCM)
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
3D Human Pose TrackingonKIT Motion-Language
Diversity· 2023-09-02
10.96
best: 11.198 (T2M-GPT (τ = 0))
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
3D Human Pose TrackingonKIT Motion-Language
FID· 2023-09-02
0.87
best: 0.131 (Motion Anything)
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
3D Human Pose TrackingonKIT Motion-Language
Multimodality· 2023-09-02
2.281
best: 3.627 (GraphMotion)
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
3D Human Pose TrackingonKIT Motion-Language
R Precision Top3· 2023-09-02
0.751
best: 0.803 (BiPO)
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796

Computer Vision8 results

Pose TrackingonHumanML3D
Diversity· 2023-09-02
9.7
best: 23.692 (Diffuion Motion)
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
Pose TrackingonHumanML3D
FID· 2023-09-02
0.112
best: 0.028 (Motion Anything)
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
Pose TrackingonHumanML3D
Multimodality· 2023-09-02
2.452
best: 4.139 (TM2D (t2m))
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
Pose TrackingonHumanML3D
R Precision Top3· 2023-09-02
0.786
best: 0.842 (MotionPCM)
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
Pose TrackingonKIT Motion-Language
Diversity· 2023-09-02
10.96
best: 11.198 (T2M-GPT (τ = 0))
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
Pose TrackingonKIT Motion-Language
FID· 2023-09-02
0.87
best: 0.131 (Motion Anything)
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
Pose TrackingonKIT Motion-Language
Multimodality· 2023-09-02
2.281
best: 3.627 (GraphMotion)
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
Pose TrackingonKIT Motion-Language
R Precision Top3· 2023-09-02
0.751
best: 0.803 (BiPO)
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796

Computer Code8 results

Motion SynthesisonHumanML3D
Diversity· 2023-09-02
9.7
best: 23.692 (Diffuion Motion)
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
Motion SynthesisonHumanML3D
FID· 2023-09-02
0.112
best: 0.028 (Motion Anything)
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
Motion SynthesisonHumanML3D
Multimodality· 2023-09-02
2.452
best: 4.139 (TM2D (t2m))
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
Motion SynthesisonHumanML3D
R Precision Top3· 2023-09-02
0.786
best: 0.842 (MotionPCM)
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
Motion SynthesisonKIT Motion-Language
Diversity· 2023-09-02
10.96
best: 11.198 (T2M-GPT (τ = 0))
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
Motion SynthesisonKIT Motion-Language
FID· 2023-09-02
0.87
best: 0.131 (Motion Anything)
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
Motion SynthesisonKIT Motion-Language
Multimodality· 2023-09-02
2.281
best: 3.627 (GraphMotion)
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796
Motion SynthesisonKIT Motion-Language
R Precision Top3· 2023-09-02
0.751
best: 0.803 (BiPO)
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism arXiv:2309.00796