الرئيسية الأخبار أحدث الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Small Data Image Classification On Deic

المقاييس

Average Balanced Accuracy (across datasets)

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	Average Balanced Accuracy (across datasets)	Paper Title	Repository
Cross-Entropy baseline	67.90	Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification	-
T-vMF Similarity	64.67	Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification	-
Deep Hybrid Networks	60.33	Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification	-
OLÉ	64.15	Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification	-
Harmonic Networks	68.70	Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification	-
Cosine Loss	62.73	Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification	-
DSK Networks	64.64	Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification	-
Full Convolution	62.06	Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification	-
Grad-l2 Penalty	55.47	Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification	-
Cosine + Cross-Entropy Loss	64.92	Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification	-

0 of 10 row(s) selected.

Small Data Image Classification On Deic | SOTA | HyperAI