← Motion Synthesis
Papers with Code · CC BY-SA 4.0

KIT Motion-Language

아카이브 평가 31건 · 마지막 적재/변경

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델원본 지표·값논문구현
Motion Anything
FID
0.131
R Precision Top3
0.802
Diversity
10.94
Multimodality
1.374
Motion Anything: Any to Motion Generation
2025-03-10
코드 1
Free-T2M (StableMoFusion)
FID
0.155
R Precision Top3
0.789
Diversity
10.902
Free-T2M: Frequency Enhanced Text-to-Motion Diffusion Model With Consistency Loss
2025-01-30
코드 1
ReMoDiffuse
FID
0.155
R Precision Top3
0.765
Diversity
10.80
Multimodality
1.239
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model
2023-04-03
코드 1
BiPO
FID
0.164
R Precision Top3
0.803
Diversity
10.833
Multimodality
1.098
BiPO: Bidirectional Partial Occlusion Network for Text-to-Motion Synthesis
2024-11-28
연결 없음
DisCoRD (+MoMask)
FID
0.169
R Precision Top3
0.775
Multimodality
1.266
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding
2024-11-29
연결 없음
FineMoGen
FID
0.178
R Precision Top3
0.772
Diversity
10.85
Multimodality
1.877
FineMoGen: Fine-Grained Spatio-Temporal Motion Generation and Editing
2023-12-22
코드 1
BAMM
FID
0.183
R Precision Top3
0.788
Diversity
11.008
Multimodality
1.609
BAMM: Bidirectional Autoregressive Motion Model
2024-03-28
코드 1
MoMask
FID
0.204
R Precision Top3
0.781
Multimodality
1.131
MoMask: Generative Masked Modeling of 3D Human Motions
2023-11-29
코드 1
BAD (OAAS)
FID
0.221
R Precision Top3
0.750
Diversity
11.000
Multimodality
1.170
BAD: Bidirectional Auto-regressive Diffusion for Text-to-Motion Generation
2024-09-17
코드 1
EMDM
FID
0.261
R Precision Top3
0.780
Diversity
10.96
Multimodality
1.343
EMDM: Efficient Motion Diffusion Model for Fast and High-Quality Motion Generation
2023-12-04
코드 1
MotionPCM
FID
0.294
R Precision Top3
0.787
Diversity
10.827
Multimodality
1.254
MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model
2025-01-31
연결 없음
Motion Mamba
FID
0.307
R Precision Top3
0.765
Diversity
11.02
Multimodality
1.678
Motion Mamba: Efficient and Long Sequence Motion Generation
2024-03-12
코드 1
GraphMotion
FID
0.313
R Precision Top3
0.769
Diversity
11.12
Multimodality
3.627
Act As You Wish: Fine-Grained Control of Motion Diffusion Model with Hierarchical Semantic Graphs
2023-09-21
코드 1
MMM (gt length)
FID
0.316
R Precision Top3
0.744
Diversity
10.910
Multimodality
1.232
MMM: Generative Masked Motion Model
2023-12-06
코드 1
GUESS
FID
0.371
R Precision Top3
0.751
Diversity
10.933
Multimodality
2.732
GUESS:GradUally Enriching SyntheSis for Text-Driven Human Motion Generation
2024-01-04
코드 1
MLD
FID
0.404
R Precision Top3
0.734
Diversity
10.80
Multimodality
2.192
Executing your Commands via Motion Diffusion in Latent Space
2022-12-08
코드 1
MMM (predict length)
FID
0.429
R Precision Top3
0.718
Diversity
10.633
Multimodality
1.105
MMM: Generative Masked Motion Model
2023-12-06
코드 1
ParCo
FID
0.453
R Precision Top3
0.772
Diversity
10.95
Multimodality
1.245
ParCo: Part-Coordinating Text-to-Motion Synthesis
2024-03-27
코드 1
DiverseMotion
FID
0.468
R Precision Top3
0.760
Diversity
10.873
Multimodality
2.062
DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion
2023-09-04
연결 없음
MDM
FID
0.497
R Precision Top3
0.396
Diversity
10.847
Multimodality
1.907
Human Motion Diffusion Model
2022-09-29
코드 1
T2M-GPT (τ ∈ U[0, 1])
FID
0.514
R Precision Top3
0.745
Diversity
10.921
Multimodality
1.570
T2M-GPT: Generating Human Motion from Textual Descriptions with Discrete Representations
2023-01-15
코드 1
Fg-T2M
FID
0.571
R Precision Top3
0.745
Diversity
10.93
Multimodality
1.019
Fg-T2M: Fine-Grained Text-Driven Human Motion Generation via Diffusion Model
2023-09-12
연결 없음
T2M-GPT (τ = 0.5)
FID
0.717
R Precision Top3
0.737
Diversity
10.862
Multimodality
1.912
T2M-GPT: Generating Human Motion from Textual Descriptions with Discrete Representations
2023-01-15
코드 1
T2M-GPT (τ = 0)
FID
0.737
R Precision Top3
0.716
Diversity
11.198
Multimodality
2.309
T2M-GPT: Generating Human Motion from Textual Descriptions with Discrete Representations
2023-01-15
코드 1
AttT2M
FID
0.870
R Precision Top3
0.751
Diversity
10.96
Multimodality
2.281
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism
2023-09-02
코드 1
MotionDiffuse
FID
1.954
R Precision Top3
0.739
Diversity
11.10
Multimodality
0.730
MotionDiffuse: Text-Driven Human Motion Generation with Diffusion Model
2022-08-31
코드 1 · 코드 2
T2M
FID
3.022
R Precision Top3
0.681
Diversity
10.72
Multimodality
2.052
Generating Diverse and Natural 3D Human Motions From Text
2022-01-01
코드 1
TM2T
FID
3.599
R Precision Top3
0.587
Diversity
9.473
Multimodality
3.292
TM2T: Stochastic and Tokenized Modeling for the Reciprocal Generation of 3D Human Motions and Texts
2022-07-04
코드 1
TEMOS
FID
3.717
R Precision Top3
0.687
Diversity
10.84
Multimodality
0.532
Executing your Commands via Motion Diffusion in Latent Space
2022-12-08
코드 1
Language2Pose
FID
6.545
R Precision Top3
0.483
Diversity
9.073
TM2T: Stochastic and Tokenized Modeling for the Reciprocal Generation of 3D Human Motions and Texts
2022-07-04
코드 1