Few Shot Learning
Benchmark List
All benchmarks related to this task
cr
Best model: DART
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dtd
Best model: SaSPA + CAL
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eurosat
Best model: Variational Prompt Tuning
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food101
Best model: Variational Prompt Tuning
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mednli
Best model: CoT-T5-11B (1024 Shot)
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mini-imagenet-1-shot-learning
Best model: HCTransformers
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mini-imagenet-5-way-1-shot
Best model: HCTransformers
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pubmedqa
Best model: CoT-T5-11B (1024 Shot)
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sst-2-binary-classification
Best model: DART
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ucf101
Best model: Variational Prompt Tuning
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caltech101
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casehold
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fgvc-aircraft
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flowers-102
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glue-qqp
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large-covid-19-ct-scan-slice-dataset
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medconceptsqa
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mini-imagenet-5-shot-learning
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mr
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mrpc
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oxfordpets
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stanforcars
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stanford-cars
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sun397
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