OpenCodePapers
zero-shot-transfer-image-classification-on-3
Zero-Shot Transfer Image Classification
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Code
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Accuracy (Public)
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ModelName
ReleaseDate
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81.2
BASIC (Lion)
Scaling Vision Transformers to 22 Billion Parameters
✓ Link
80.9
LiT-22B
2023-02-10
CoCa: Contrastive Captioners are Image-Text Foundation Models
✓ Link
80.7
CoCa
2022-05-04
Combined Scaling for Zero-shot Transfer Learning
80.6
BASIC
2021-11-19
PaLI: A Jointly-Scaled Multilingual Language-Image Model
✓ Link
80.6
LiT ViT-e
2022-09-14
LiT: Zero-Shot Transfer with Locked-image text Tuning
✓ Link
78.7
66.6
LiT-tuning
2021-11-15
EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters
✓ Link
77.9
EVA-CLIP-18B
2024-02-06
InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks
✓ Link
77.3
InternVL-C
2023-12-21
EVA-CLIP: Improved Training Techniques for CLIP at Scale
✓ Link
75.7
EVA-CLIP-E/14+
2023-03-27
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision
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70.1
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ALIGN
2021-02-11
Learning Transferable Visual Models From Natural Language Supervision
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70.1
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CLIP
2021-02-26
AltCLIP: Altering the Language Encoder in CLIP for Extended Language Capabilities
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68.1
AltCLIP
2022-11-12
PaLI: A Jointly-Scaled Multilingual Language-Image Model
✓ Link
64.46
PaLI
2022-09-14