| { |
| "fields": { |
| "duration_s": { |
| "nullable": true, |
| "source": "builtin", |
| "type": "scalar" |
| }, |
| "filepath": { |
| "nullable": true, |
| "source": "builtin", |
| "type": "media" |
| }, |
| "id": { |
| "nullable": false, |
| "source": "builtin", |
| "type": "scalar" |
| }, |
| "label": { |
| "nullable": true, |
| "source": "builtin", |
| "type": "label" |
| }, |
| "media_type": { |
| "nullable": true, |
| "source": "builtin", |
| "type": "scalar" |
| }, |
| "metadata.case_id": { |
| "nullable": true, |
| "source": "metadata", |
| "type": "scalar" |
| }, |
| "metadata.category": { |
| "nullable": true, |
| "source": "metadata", |
| "type": "scalar" |
| }, |
| "metadata.color": { |
| "nullable": true, |
| "source": "metadata", |
| "type": "scalar" |
| }, |
| "metadata.description": { |
| "nullable": true, |
| "source": "metadata", |
| "type": "scalar" |
| }, |
| "metadata.gender": { |
| "nullable": true, |
| "source": "metadata", |
| "type": "scalar" |
| }, |
| "metadata.item_id": { |
| "nullable": true, |
| "source": "metadata", |
| "type": "scalar" |
| }, |
| "metadata.model": { |
| "nullable": true, |
| "source": "metadata", |
| "type": "scalar" |
| }, |
| "metadata.product_key": { |
| "nullable": true, |
| "source": "metadata", |
| "type": "scalar" |
| }, |
| "metadata.rank": { |
| "nullable": true, |
| "source": "metadata", |
| "type": "scalar" |
| }, |
| "metadata.role": { |
| "nullable": true, |
| "source": "metadata", |
| "type": "scalar" |
| }, |
| "metadata.same_product": { |
| "nullable": true, |
| "source": "metadata", |
| "type": "scalar" |
| }, |
| "metadata.source_dataset": { |
| "nullable": true, |
| "source": "metadata", |
| "type": "scalar" |
| }, |
| "metadata.source_sample_id": { |
| "nullable": true, |
| "source": "metadata", |
| "type": "scalar" |
| }, |
| "metadata.split": { |
| "nullable": true, |
| "source": "metadata", |
| "type": "scalar" |
| }, |
| "metadata.subcategory": { |
| "nullable": true, |
| "source": "metadata", |
| "type": "scalar" |
| }, |
| "metadata.text": { |
| "nullable": true, |
| "source": "metadata", |
| "type": "scalar" |
| }, |
| "modality": { |
| "nullable": false, |
| "source": "builtin", |
| "type": "scalar" |
| }, |
| "text": { |
| "nullable": true, |
| "source": "builtin", |
| "type": "text" |
| } |
| }, |
| "indexes": [ |
| { |
| "id": "space:embed-anything__openai_clip-vit-base-patch32__4771034973d8", |
| "query_modes": [ |
| "nearest" |
| ], |
| "representation_id": "representation:embed-anything__openai_clip-vit-base-patch32__4771034973d8", |
| "scorer": "cosine", |
| "space_key": "embed-anything__openai_clip-vit-base-patch32__4771034973d8" |
| }, |
| { |
| "id": "space:hyper-models__hyper3-clip-v0_5__33d32a431c15", |
| "query_modes": [ |
| "nearest" |
| ], |
| "representation_id": "representation:hyper-models__hyper3-clip-v0_5__33d32a431c15", |
| "scorer": "hyperboloid", |
| "space_key": "hyper-models__hyper3-clip-v0_5__33d32a431c15" |
| }, |
| { |
| "id": "space:embed-anything__openai_clip-vit-base-patch32__8da42c3ae90c", |
| "query_modes": [ |
| "nearest", |
| "text" |
| ], |
| "representation_id": "representation:embed-anything__openai_clip-vit-base-patch32__8da42c3ae90c", |
| "scorer": "cosine", |
| "space_key": "embed-anything__openai_clip-vit-base-patch32__8da42c3ae90c" |
| }, |
| { |
| "id": "space:hyper-models__hyper3-clip-v0_5__42052c955756", |
| "query_modes": [ |
| "nearest", |
| "text" |
| ], |
| "representation_id": "representation:hyper-models__hyper3-clip-v0_5__42052c955756", |
| "scorer": "hyperboloid", |
| "space_key": "hyper-models__hyper3-clip-v0_5__42052c955756" |
| } |
| ], |
| "labels": [ |
| "Different product \u00b7 blouses", |
| "Different product \u00b7 cardigans", |
| "Different product \u00b7 denim", |
| "Different product \u00b7 dresses", |
| "Different product \u00b7 graphic", |
| "Different product \u00b7 leggings", |
| "Different product \u00b7 pants", |
| "Different product \u00b7 rompers", |
| "Different product \u00b7 skirts", |
| "Different product \u00b7 tees", |
| "Same product \u00b7 graphic", |
| "Same product \u00b7 leggings", |
| "Same product \u00b7 rompers", |
| "blouses", |
| "cardigans", |
| "denim", |
| "dresses", |
| "graphic", |
| "jackets", |
| "leggings", |
| "pants", |
| "rompers", |
| "shirts", |
| "shorts", |
| "skirts", |
| "suiting", |
| "sweaters", |
| "sweatshirts", |
| "tees" |
| ], |
| "layouts": [ |
| { |
| "count": 741, |
| "geometry": "euclidean", |
| "layout_dimension": 2, |
| "layout_key": "embed-anything__openai_clip-vit-base-patch32__4771034973d8__euclidean_umap__2d_1a6bcbc4", |
| "method": "umap", |
| "modality": "image", |
| "model_id": "openai/clip-vit-base-patch32", |
| "params": { |
| "metric": "cosine", |
| "min_dist": 0.08, |
| "n_neighbors": 20 |
| }, |
| "provider": "embed-anything", |
| "space_key": "embed-anything__openai_clip-vit-base-patch32__4771034973d8" |
| }, |
| { |
| "count": 741, |
| "geometry": "poincare", |
| "layout_dimension": 2, |
| "layout_key": "hyper-models__hyper3-clip-v0_5__33d32a431c15__poincare_umap__2d_1a6bcbc4", |
| "method": "umap", |
| "modality": "image", |
| "model_id": "hyper3-clip-v1", |
| "params": { |
| "metric": "cosine", |
| "min_dist": 0.08, |
| "n_neighbors": 20 |
| }, |
| "provider": "hyper-models", |
| "space_key": "hyper-models__hyper3-clip-v0_5__33d32a431c15" |
| }, |
| { |
| "count": 741, |
| "geometry": "euclidean", |
| "layout_dimension": 2, |
| "layout_key": "embed-anything__openai_clip-vit-base-patch32__8da42c3ae90c__euclidean_umap__2d_1a6bcbc4", |
| "method": "umap", |
| "modality": "multimodal", |
| "model_id": "openai/clip-vit-base-patch32", |
| "params": { |
| "metric": "cosine", |
| "min_dist": 0.08, |
| "n_neighbors": 20 |
| }, |
| "provider": "embed-anything", |
| "space_key": "embed-anything__openai_clip-vit-base-patch32__8da42c3ae90c" |
| }, |
| { |
| "count": 741, |
| "geometry": "poincare", |
| "layout_dimension": 2, |
| "layout_key": "hyper-models__hyper3-clip-v0_5__42052c955756__poincare_umap__2d_1a6bcbc4", |
| "method": "umap", |
| "modality": "multimodal", |
| "model_id": "hyper3-clip-v1", |
| "params": { |
| "metric": "cosine", |
| "min_dist": 0.08, |
| "n_neighbors": 20 |
| }, |
| "provider": "hyper-models", |
| "space_key": "hyper-models__hyper3-clip-v0_5__42052c955756" |
| } |
| ], |
| "name": "deepfashion_text_search_clip_hyper3clip", |
| "num_samples": 777, |
| "representations": [ |
| { |
| "count": 741, |
| "entity_set_id": "samples", |
| "field_path": "embeddings.embed-anything__openai_clip-vit-base-patch32__4771034973d8", |
| "geometry": "euclidean", |
| "id": "representation:embed-anything__openai_clip-vit-base-patch32__4771034973d8", |
| "kind": "vector", |
| "modality": "image", |
| "model_id": "openai/clip-vit-base-patch32", |
| "provider": "embed-anything", |
| "shape": [ |
| 512 |
| ], |
| "space_key": "embed-anything__openai_clip-vit-base-patch32__4771034973d8" |
| }, |
| { |
| "count": 741, |
| "entity_set_id": "samples", |
| "field_path": "embeddings.hyper-models__hyper3-clip-v0_5__33d32a431c15", |
| "geometry": "hyperboloid", |
| "id": "representation:hyper-models__hyper3-clip-v0_5__33d32a431c15", |
| "kind": "vector", |
| "modality": "image", |
| "model_id": "hyper3-clip-v1", |
| "provider": "hyper-models", |
| "shape": [ |
| 513 |
| ], |
| "space_key": "hyper-models__hyper3-clip-v0_5__33d32a431c15" |
| }, |
| { |
| "count": 741, |
| "entity_set_id": "samples", |
| "field_path": "embeddings.embed-anything__openai_clip-vit-base-patch32__8da42c3ae90c", |
| "geometry": "euclidean", |
| "id": "representation:embed-anything__openai_clip-vit-base-patch32__8da42c3ae90c", |
| "kind": "vector", |
| "modality": "multimodal", |
| "model_id": "openai/clip-vit-base-patch32", |
| "provider": "embed-anything", |
| "shape": [ |
| 512 |
| ], |
| "space_key": "embed-anything__openai_clip-vit-base-patch32__8da42c3ae90c" |
| }, |
| { |
| "count": 741, |
| "entity_set_id": "samples", |
| "field_path": "embeddings.hyper-models__hyper3-clip-v0_5__42052c955756", |
| "geometry": "hyperboloid", |
| "id": "representation:hyper-models__hyper3-clip-v0_5__42052c955756", |
| "kind": "vector", |
| "modality": "multimodal", |
| "model_id": "hyper3-clip-v1", |
| "provider": "hyper-models", |
| "shape": [ |
| 513 |
| ], |
| "space_key": "hyper-models__hyper3-clip-v0_5__42052c955756" |
| } |
| ], |
| "spaces": [ |
| { |
| "config": { |
| "dim": 512, |
| "geometry": "euclidean", |
| "modality": "image", |
| "model_id": "openai/clip-vit-base-patch32", |
| "provider": "embed-anything" |
| }, |
| "count": 741, |
| "dim": 512, |
| "geometry": "euclidean", |
| "model_id": "openai/clip-vit-base-patch32", |
| "provider": "embed-anything", |
| "space_key": "embed-anything__openai_clip-vit-base-patch32__4771034973d8" |
| }, |
| { |
| "config": { |
| "dim": 513, |
| "geometry": "hyperboloid", |
| "modality": "image", |
| "model_id": "hyper3-clip-v1", |
| "params": { |
| "curvature": 0.10000000085302468 |
| }, |
| "params_source": { |
| "curvature": "inferred" |
| }, |
| "provider": "hyper-models", |
| "spatial_dim": 512 |
| }, |
| "count": 741, |
| "dim": 513, |
| "geometry": "hyperboloid", |
| "model_id": "hyper3-clip-v1", |
| "provider": "hyper-models", |
| "space_key": "hyper-models__hyper3-clip-v0_5__33d32a431c15" |
| }, |
| { |
| "config": { |
| "dim": 512, |
| "geometry": "euclidean", |
| "modality": "multimodal", |
| "model_id": "openai/clip-vit-base-patch32", |
| "provider": "embed-anything" |
| }, |
| "count": 741, |
| "dim": 512, |
| "geometry": "euclidean", |
| "model_id": "openai/clip-vit-base-patch32", |
| "provider": "embed-anything", |
| "space_key": "embed-anything__openai_clip-vit-base-patch32__8da42c3ae90c" |
| }, |
| { |
| "config": { |
| "dim": 513, |
| "geometry": "hyperboloid", |
| "modality": "multimodal", |
| "model_id": "hyper3-clip-v1", |
| "params": { |
| "curvature": 0.10000000091064717 |
| }, |
| "params_source": { |
| "curvature": "inferred" |
| }, |
| "provider": "hyper-models", |
| "spatial_dim": 512 |
| }, |
| "count": 741, |
| "dim": 513, |
| "geometry": "hyperboloid", |
| "model_id": "hyper3-clip-v1", |
| "provider": "hyper-models", |
| "space_key": "hyper-models__hyper3-clip-v0_5__42052c955756" |
| } |
| ] |
| } |
