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BABEL

Benchmarks

Task NameDataset NameSOTA ResultTrend
Human Motion CompositionBabel
PJ1.09
13
Action LocalizationBABEL Subset-2 v1.0 (test)
mAP@0.165.2
12
Action LocalizationBABEL (test)
mAP@tIoU (Subset-1)53.9
12
Motion GenerationBABEL 2021 (test)
FID0.0004
10
Speech RecognitionBABEL Swahili sw (test)
WER21
7
Speech RecognitionBABEL Tagalog tl (test)
WER29.3
7
Action LocalizationBABEL Subset-3
mAP@0.148.5
6
Action LocalizationBABEL Subset-1
mAP@0.160.5
6
Action LocalizationBABEL Subset-3 v1.0 (test)
mAP@0.142
6
Action LocalizationBABEL Subset-1 v1.0 (test)
mAP@0.153.7
6
Speech RecognitionBABEL Georgian ka (test)
WER24.3
6
Speech RecognitionBABEL Assamese as (test)
WER39
6
Automatic Speech RecognitionBabel Average (test)
Absolute WER Improvement5.77
6
Automatic Speech RecognitionBabel Lithuanian - LIT IARPA program (test)
WER66
6
Automatic Speech RecognitionBabel Telugu - TEL (test)
WER82.4
6
Automatic Speech RecognitionBabel Kazakh - KAZ IARPA program (test)
WER71
6
Automatic Speech RecognitionBabel Cebuano - CEB IARPA program (test)
WER70.6
6
Automatic Speech RecognitionBabel Tok Pisin - TOK IARPA program (test)
WER54.3
6
Automatic Speech RecognitionBabel Kurmanji - KUR IARPA program (test)
WER77.7
6
Motion Generation (Segment)BABEL
FID3.072
5
Temporal Motion GenerationBABEL (test)
R Precision62
5
Motion Transition Generation (70 frames)BABEL 2021 (test)
FID0.0008
5
Human Motion PredictionBABEL (test)
Accuracy49.6
5
Future Motion PredictionBABEL (test)
ADEw1.1
5
Action-driven human motion predictionBABEL
Accuracy55.37
5
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