The Eight Image Classification Tasks - a tanganke Collection

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Image Classification Datasets

The Eight Image Classification Tasks

CLIP-ViT-B/32 on the eight image classication tasks

CLIP-ViT-B/16 on the eight image classification tasks

CLIP-ViT-B/16 on the eight image classification tasks (LoRA)

CLIP-ViT-B/16 on eight image classification tasks (L-LoRA)

CLIP-ViT-L/14 on the eight image classification tasks

GPT-2 models fine-tuned on tasks from GLUE Benchmark

Flan-T5-Base models fine-tuned on GLUE Benchmark

Flan-T5-Base models fine-tuned (LoRA-16) on GLUE Benchmark

Flan-T5-Large models fine-tuned (LoRA-16) on GLUE Benchmark

The Eight Image Classification Tasks

updated Aug 27, 2024

Eight image classification tasks are widely used for multi-task model merging. https://tanganke.github.io/fusion_bench/modelpool/clip_vit/