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Models/BASIC

BASIC

Reported on 6 benchmarks across 2 tasks · 1 paper · 5 SOTA

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

Computer Vision6 results

Zero-Shot Transfer Image ClassificationonImageNet V2
Accuracy (Private)· 2021-11-19
80.6
best: 81.2 (BASIC (Lion))
SOTA
Combined Scaling for Zero-shot Transfer Learning arXiv:2111.10050
Zero-Shot Transfer Image ClassificationonImageNet-A
Accuracy (Private)· 2021-11-19
85.6
best: 90.2 (CoCa)
SOTA
Combined Scaling for Zero-shot Transfer Learning arXiv:2111.10050
Zero-Shot Transfer Image ClassificationonImageNet
Accuracy (Private)· uses extra data· 2021-11-19
85.7
best: 88.5 (M2-Encoder)
SOTA
Combined Scaling for Zero-shot Transfer Learning arXiv:2111.10050
Zero-Shot Transfer Image ClassificationonImageNet-R
Accuracy· 2021-11-19
95.7
best: 96.8 (BASIC (Lion))
SOTA
Combined Scaling for Zero-shot Transfer Learning arXiv:2111.10050
Zero-Shot Transfer Image ClassificationonImageNet-Sketch
Accuracy (Private)· 2021-11-19
76.1
best: 77.6 (CoCa)
SOTA
Combined Scaling for Zero-shot Transfer Learning arXiv:2111.10050
Image ClassificationonObjectNet
Top-1 Accuracy· uses extra data· 2021-11-19
82.3
best: 82.7 (CoCa)
Combined Scaling for Zero-shot Transfer Learning arXiv:2111.10050