EVA-CLIP: Improved Training Techniques for CLIP at Scale

Benchmark Model Rank Results
image-classification-on-objectnetEVA-02-CLIP-E/14+#3Top-1 Accuracy: 79.6
zero-shot-action-recognition-on-ucf101EVA-CLIP-E/14+#5Top-1 Accuracy: 83.1
zero-shot-transfer-image-classification-on-1EVA-CLIP-E/14+#9Accuracy (Private): 82
zero-shot-transfer-image-classification-on-17EVA-CLIP-E/14+#4Top 1 Accuracy: 94.9
zero-shot-transfer-image-classification-on-3EVA-CLIP-E/14+#7Accuracy (Private): 75.7
zero-shot-transfer-image-classification-on-4EVA-CLIP-E/14+#5Accuracy: 94.5
zero-shot-transfer-image-classification-on-5EVA-CLIP-E/14+#6Accuracy (Private): 82.1
zero-shot-transfer-image-classification-on-6EVA-CLIP-E/14+#7Accuracy (Private): 79.6
zero-shot-transfer-image-classification-on-8EVA-CLIP-E/14+#4Accuracy (Private): 71.6