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Models/JanusFlow

JanusFlow

Reported on 6 benchmarks across 6 tasks · 1 paper

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

Natural Language Processing3 results

Visual Question Answering (VQA)onMM-Vet
GPT-4 score· 2024-11-12
30.9
best: 74.24 (MMCTAgent (GPT-4 + GPT-4V))
JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation arXiv:2411.07975
Text-to-Image GenerationonGenEval
Overall· 2024-11-12
0.63
best: 0.95 (SD3.5-Medium+Flow-GRPO)
JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation arXiv:2411.07975
Visual Question AnsweringonMM-Vet
GPT-4 score· 2024-11-12
30.9
best: 74.24 (MMCTAgent (GPT-4 + GPT-4V))
JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation arXiv:2411.07975

Audio2 results

10-shot image generationonGenEval
Overall· 2024-11-12
0.63
best: 0.95 (SD3.5-Medium+Flow-GRPO)
JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation arXiv:2411.07975
1 Image, 2*2 StitchionGenEval
Overall· 2024-11-12
0.63
best: 0.95 (SD3.5-Medium+Flow-GRPO)
JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation arXiv:2411.07975

Medical1 result

Image GenerationonGenEval
Overall· 2024-11-12
0.63
best: 0.95 (SD3.5-Medium+Flow-GRPO)
JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation arXiv:2411.07975