Selfsynthx

Reported on 6 benchmarks across 3 tasks · 1 paper · 6 SOTA

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

Computer Vision4 results

Visual RecognitiononFGVC-Aircraft
Accuracy (%)· 2025-02-19
91.99
SOTA
Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data arXiv:2502.14044
Visual RecognitiononStanford Dogs
Accuracy (%)· 2025-02-19
86.91
SOTA
Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data arXiv:2502.14044
Visual RecognitiononCUB-200-2011
Accuracy (%)· 2025-02-19
85.02
SOTA
Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data arXiv:2502.14044
Visual RecognitiononNew Plant Diseases Dataset
Accuracy (% )· 2025-02-19
97.16
SOTA
Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data arXiv:2502.14044

Medical1 result

Pneumonia DetectiononChest X-ray images
Accuracy· 2025-02-19
98.72
SOTA
Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data arXiv:2502.14044

Audio1 result

1 Image, 2*2 StitchionChest X-ray images
Accuracy· 2025-02-19
98.72
SOTA
Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data arXiv:2502.14044