MultiCapCLIP/configs/methods.yaml at master · yangbang18/MultiCapCLIP · GitHub

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baseline:
  add_cross_attention: True
  normalize: True
base_CP:
  inherit_from: baseline
  concepts: True
  n_concept_prompts: 16
  ConceptPromptPrefixer: True
  exclude_from_visual_features: True
  concept_fn: concepts.txt
base_IA:
  inherit_from: baseline
  with_related_caption_as_input: True
  related_caption_topk: 5
base_FA_01:
  inherit_from: baseline
  noise_std: 0.1
base_FA_001:
  inherit_from: baseline
  noise_std: 0.01
base_IA_FA_01:
  inherit_from: [base_IA, base_FA_01]
base_IA_FA_001:
  inherit_from: [base_IA, base_FA_001]
MultiCapCLIP_01:
  inherit_from: [base_CP, base_IA, base_FA_01]
MultiCapCLIP_001:
  inherit_from: [base_CP, base_IA, base_FA_001]

# Ablations on K
MultiCapCLIP_01_K4:
  inherit_from: MultiCapCLIP_01
  n_concept_prompts: 4
MultiCapCLIP_01_K8:
  inherit_from: MultiCapCLIP_01
  n_concept_prompts: 8
MultiCapCLIP_01_K32:
  inherit_from: MultiCapCLIP_01
  n_concept_prompts: 32
MultiCapCLIP_001_K4:
  inherit_from: MultiCapCLIP_001
  n_concept_prompts: 4
MultiCapCLIP_001_K8:
  inherit_from: MultiCapCLIP_001
  n_concept_prompts: 8
MultiCapCLIP_001_K32:
  inherit_from: MultiCapCLIP_001
  n_concept_prompts: 32

# Ablations on Concept Type
MultiCapCLIP_01_V:
  inherit_from: MultiCapCLIP_01
  concept_fn: verbs.txt
MultiCapCLIP_01_NV:
  inherit_from: MultiCapCLIP_01
  concept_fn: concepts_with_verbs.txt
MultiCapCLIP_001_V:
  inherit_from: MultiCapCLIP_001
  concept_fn: verbs.txt
MultiCapCLIP_001_NV:
  inherit_from: MultiCapCLIP_001
  concept_fn: concepts_with_verbs.txt