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Models/InterGen

InterGen

Reported on 32 benchmarks across 4 tasks · 1 paper · 24 SOTA

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

Audio16 results

10-shot image generationonInter-X
FID· 2023-04-12
5.207
best: 0.399 (InterMask)
SOTA
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
10-shot image generationonInter-X
MMDist· 2023-04-12
9.58
SOTA
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
10-shot image generationonInter-X
MModality· 2023-04-12
3.686
SOTA
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
10-shot image generationonInter-X
R-Precision Top3· 2023-04-12
0.429
best: 0.705 (InterMask)
SOTA
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
10-shot image generationonInterHuman
FID· 2023-04-12
5.918
best: 5.154 (InterMask)
SOTA
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
10-shot image generationonInterHuman
R-Precision Top3· 2023-04-12
0.624
best: 0.687 (in2IN)
SOTA
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
3D Human Pose TrackingonInter-X
FID· 2023-04-12
5.207
best: 0.399 (InterMask)
SOTA
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
3D Human Pose TrackingonInter-X
MMDist· 2023-04-12
9.58
SOTA
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
3D Human Pose TrackingonInter-X
MModality· 2023-04-12
3.686
SOTA
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
3D Human Pose TrackingonInter-X
R-Precision Top3· 2023-04-12
0.429
best: 0.705 (InterMask)
SOTA
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
3D Human Pose TrackingonInterHuman
FID· 2023-04-12
5.918
best: 5.154 (InterMask)
SOTA
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
3D Human Pose TrackingonInterHuman
R-Precision Top3· 2023-04-12
0.624
best: 0.687 (in2IN)
SOTA
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
10-shot image generationonInterHuman
MMDist· 2023-04-12
5.108
best: 7.125 (MDM)
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
10-shot image generationonInterHuman
MModality· 2023-04-12
2.141
best: 2.35 (MDM)
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
3D Human Pose TrackingonInterHuman
MMDist· 2023-04-12
5.108
best: 7.125 (MDM)
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
3D Human Pose TrackingonInterHuman
MModality· 2023-04-12
2.141
best: 2.35 (MDM)
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684

Computer Vision8 results

Pose TrackingonInter-X
FID· 2023-04-12
5.207
best: 0.399 (InterMask)
SOTA
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
Pose TrackingonInter-X
MMDist· 2023-04-12
9.58
SOTA
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
Pose TrackingonInter-X
MModality· 2023-04-12
3.686
SOTA
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
Pose TrackingonInter-X
R-Precision Top3· 2023-04-12
0.429
best: 0.705 (InterMask)
SOTA
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
Pose TrackingonInterHuman
FID· 2023-04-12
5.918
best: 5.154 (InterMask)
SOTA
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
Pose TrackingonInterHuman
R-Precision Top3· 2023-04-12
0.624
best: 0.687 (in2IN)
SOTA
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
Pose TrackingonInterHuman
MMDist· 2023-04-12
5.108
best: 7.125 (MDM)
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
Pose TrackingonInterHuman
MModality· 2023-04-12
2.141
best: 2.35 (MDM)
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684

Computer Code8 results

Motion SynthesisonInter-X
FID· 2023-04-12
5.207
best: 0.399 (InterMask)
SOTA
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
Motion SynthesisonInter-X
MMDist· 2023-04-12
9.58
SOTA
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
Motion SynthesisonInter-X
MModality· 2023-04-12
3.686
SOTA
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
Motion SynthesisonInter-X
R-Precision Top3· 2023-04-12
0.429
best: 0.705 (InterMask)
SOTA
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
Motion SynthesisonInterHuman
FID· 2023-04-12
5.918
best: 5.154 (InterMask)
SOTA
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
Motion SynthesisonInterHuman
R-Precision Top3· 2023-04-12
0.624
best: 0.687 (in2IN)
SOTA
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
Motion SynthesisonInterHuman
MMDist· 2023-04-12
5.108
best: 7.125 (MDM)
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684
Motion SynthesisonInterHuman
MModality· 2023-04-12
2.141
best: 2.35 (MDM)
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions arXiv:2304.05684