Datasets:
Download evaluation/dataset/composition.json from govtech/municipalbench-full: direct link, hf CLI and curl.
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- Download file 24.7 kB
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https://huggingface.co/datasets/govtech/municipalbench-full/resolve/main/evaluation/dataset/composition.json
- Command line
-
hf download hf://datasets/govtech/municipalbench-full/evaluation/dataset/composition.json
-
curl -L -o composition.json https://huggingface.co/datasets/govtech/municipalbench-full/resolve/main/evaluation/dataset/composition.json
24.7 kB
| { | |
| "release": { | |
| "id": "municipalbench-v1.0.0-rc1", | |
| "population_id": "synthetic11534", | |
| "benchmark_id": "final-gold-11534-20261006", | |
| "split": "test", | |
| "expected": { | |
| "images": 11534, | |
| "first_pass_submissions": 23710, | |
| "categories": { | |
| "synthetic": 10838, | |
| "trap": 696 | |
| }, | |
| "positive_images": 8455, | |
| "negative_images": 3079 | |
| } | |
| }, | |
| "sources": { | |
| "manifest": { | |
| "filename": "final-gold-11534-20261006.manifest.jsonl", | |
| "records": 11534, | |
| "sha256": "8b05038ed3286145c8cc0d0154aab1d6b2cad87d653d18c5472de198b1cf7694" | |
| }, | |
| "gold": { | |
| "filename": "final_gold.json", | |
| "records": 11534, | |
| "sha256": "1ec6519db888923dd85ca71a040e586a94c9c2b2a001a11660572af2a4652232" | |
| }, | |
| "iaa": { | |
| "filename": "iaa_synthetic_first_pass.json", | |
| "records": 11534, | |
| "sha256": "2f9fc4f625d2c7456f7fd020647093fbcedb6f443b8157d4b4ea859d7bebc686" | |
| } | |
| }, | |
| "summary": { | |
| "records": 11534, | |
| "categories": [ | |
| { | |
| "name": "synthetic", | |
| "count": 10838 | |
| }, | |
| { | |
| "name": "trap", | |
| "count": 696 | |
| } | |
| ], | |
| "gold_kinds": [ | |
| { | |
| "name": "accepted", | |
| "count": 2192 | |
| }, | |
| { | |
| "name": "authored", | |
| "count": 146 | |
| }, | |
| { | |
| "name": "auto_agreed", | |
| "count": 4355 | |
| }, | |
| { | |
| "name": "edited", | |
| "count": 168 | |
| }, | |
| { | |
| "name": "rating_resolved", | |
| "count": 1222 | |
| }, | |
| { | |
| "name": "semantic_resolved", | |
| "count": 32 | |
| }, | |
| { | |
| "name": "vlm_resolved", | |
| "count": 3419 | |
| } | |
| ], | |
| "gold_methods": [ | |
| { | |
| "name": "GT-001", | |
| "count": 4355 | |
| }, | |
| { | |
| "name": "GT-002", | |
| "count": 1222 | |
| }, | |
| { | |
| "name": "GT-003", | |
| "count": 32 | |
| }, | |
| { | |
| "name": "GT-004", | |
| "count": 3419 | |
| }, | |
| { | |
| "name": "GT-005", | |
| "count": 1083 | |
| }, | |
| { | |
| "name": "GT-008", | |
| "count": 1423 | |
| } | |
| ], | |
| "label_states": [ | |
| { | |
| "name": "Violation present", | |
| "count": 8455 | |
| }, | |
| { | |
| "name": "No violation", | |
| "count": 3079 | |
| }, | |
| { | |
| "name": "Reported / unusable", | |
| "count": 0 | |
| } | |
| ], | |
| "plausibility": { | |
| "eligible": 11534, | |
| "missing": 0, | |
| "counts": { | |
| "1": 217, | |
| "2": 1749, | |
| "3": 3320, | |
| "4": 5547, | |
| "5": 701 | |
| }, | |
| "mean": 3.413, | |
| "median": 4.0, | |
| "low": 1966, | |
| "high": 6248 | |
| }, | |
| "naturalness": { | |
| "eligible": 11534, | |
| "missing": 0, | |
| "counts": { | |
| "1": 511, | |
| "2": 2152, | |
| "3": 1814, | |
| "4": 6653, | |
| "5": 404 | |
| }, | |
| "mean": 3.372, | |
| "median": 4.0, | |
| "low": 2663, | |
| "high": 7057 | |
| }, | |
| "domains": [ | |
| { | |
| "name": "Estate maintenance", | |
| "class_count": 27, | |
| "represented_classes": 27, | |
| "images": 4681, | |
| "instances": 10192 | |
| }, | |
| { | |
| "name": "Roads and footpaths", | |
| "class_count": 11, | |
| "represented_classes": 11, | |
| "images": 1408, | |
| "instances": 1737 | |
| }, | |
| { | |
| "name": "Animals", | |
| "class_count": 6, | |
| "represented_classes": 6, | |
| "images": 390, | |
| "instances": 528 | |
| }, | |
| { | |
| "name": "Pests", | |
| "class_count": 8, | |
| "represented_classes": 8, | |
| "images": 554, | |
| "instances": 1049 | |
| }, | |
| { | |
| "name": "Parks and greenery", | |
| "class_count": 7, | |
| "represented_classes": 7, | |
| "images": 683, | |
| "instances": 849 | |
| }, | |
| { | |
| "name": "Abandoned equipment", | |
| "class_count": 2, | |
| "represented_classes": 2, | |
| "images": 541, | |
| "instances": 697 | |
| }, | |
| { | |
| "name": "Illegal parking", | |
| "class_count": 3, | |
| "represented_classes": 3, | |
| "images": 343, | |
| "instances": 387 | |
| }, | |
| { | |
| "name": "Drains and sewers", | |
| "class_count": 6, | |
| "represented_classes": 6, | |
| "images": 564, | |
| "instances": 701 | |
| }, | |
| { | |
| "name": "Water bodies", | |
| "class_count": 7, | |
| "represented_classes": 7, | |
| "images": 653, | |
| "instances": 1145 | |
| }, | |
| { | |
| "name": "Fire safety and emergency access", | |
| "class_count": 4, | |
| "represented_classes": 4, | |
| "images": 350, | |
| "instances": 515 | |
| }, | |
| { | |
| "name": "Safety", | |
| "class_count": 6, | |
| "represented_classes": 6, | |
| "images": 633, | |
| "instances": 801 | |
| }, | |
| { | |
| "name": "Public transport infrastructure", | |
| "class_count": 5, | |
| "represented_classes": 5, | |
| "images": 308, | |
| "instances": 408 | |
| }, | |
| { | |
| "name": "Street furniture and amenities", | |
| "class_count": 5, | |
| "represented_classes": 5, | |
| "images": 287, | |
| "instances": 328 | |
| } | |
| ], | |
| "violations": [ | |
| { | |
| "id": "U01", | |
| "name": "Dead Plants", | |
| "domain": "Estate maintenance", | |
| "images": 113, | |
| "instances": 194, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U02", | |
| "name": "Faulty Lights", | |
| "domain": "Estate maintenance", | |
| "images": 68, | |
| "instances": 82, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U03", | |
| "name": "Litter (Small)", | |
| "domain": "Estate maintenance", | |
| "images": 455, | |
| "instances": 973, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U04", | |
| "name": "Illegal Dumping of Waste (Large)", | |
| "domain": "Estate maintenance", | |
| "images": 184, | |
| "instances": 223, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U05", | |
| "name": "Dry Leaves", | |
| "domain": "Estate maintenance", | |
| "images": 288, | |
| "instances": 397, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U06", | |
| "name": "Peeling Paint", | |
| "domain": "Estate maintenance", | |
| "images": 585, | |
| "instances": 923, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U07", | |
| "name": "Spalling Concrete", | |
| "domain": "Estate maintenance", | |
| "images": 110, | |
| "instances": 152, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U08", | |
| "name": "Stained Floor", | |
| "domain": "Estate maintenance", | |
| "images": 706, | |
| "instances": 815, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U09", | |
| "name": "Algae Growth", | |
| "domain": "Estate maintenance", | |
| "images": 1276, | |
| "instances": 1894, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U10", | |
| "name": "Uneven Ground", | |
| "domain": "Estate maintenance", | |
| "images": 120, | |
| "instances": 133, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U11", | |
| "name": "Weeds", | |
| "domain": "Estate maintenance", | |
| "images": 285, | |
| "instances": 606, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U12", | |
| "name": "Damaged Playgrounds or Fitness Facilities", | |
| "domain": "Estate maintenance", | |
| "images": 71, | |
| "instances": 150, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U13", | |
| "name": "Damaged Common Areas", | |
| "domain": "Estate maintenance", | |
| "images": 140, | |
| "instances": 201, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U14", | |
| "name": "Damaged Footpath", | |
| "domain": "Estate maintenance", | |
| "images": 151, | |
| "instances": 163, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U15", | |
| "name": "Vandalism", | |
| "domain": "Estate maintenance", | |
| "images": 167, | |
| "instances": 353, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U16", | |
| "name": "Damaged Railings", | |
| "domain": "Estate maintenance", | |
| "images": 129, | |
| "instances": 139, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U17", | |
| "name": "Overflowing Litter Bins", | |
| "domain": "Estate maintenance", | |
| "images": 110, | |
| "instances": 121, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U18", | |
| "name": "Unauthorized Advertisements (Stickers, Pamphlets)", | |
| "domain": "Estate maintenance", | |
| "images": 134, | |
| "instances": 609, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U19", | |
| "name": "Rusted Structures/Fixtures", | |
| "domain": "Estate maintenance", | |
| "images": 459, | |
| "instances": 705, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U20", | |
| "name": "Cracked/Broken Tiles", | |
| "domain": "Estate maintenance", | |
| "images": 123, | |
| "instances": 151, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U21", | |
| "name": "Water Seepage Stains (External Walls)", | |
| "domain": "Estate maintenance", | |
| "images": 385, | |
| "instances": 582, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U22", | |
| "name": "Damaged Signage (Estate Wayfinding)", | |
| "domain": "Estate maintenance", | |
| "images": 94, | |
| "instances": 97, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U23", | |
| "name": "Broken Benches", | |
| "domain": "Estate maintenance", | |
| "images": 81, | |
| "instances": 88, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U24", | |
| "name": "Clogged/Dirty Roof Gutters", | |
| "domain": "Estate maintenance", | |
| "images": 55, | |
| "instances": 81, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U25", | |
| "name": "Dirty Lifts/Lift Lobby", | |
| "domain": "Estate maintenance", | |
| "images": 102, | |
| "instances": 210, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U26", | |
| "name": "National Flag Issues", | |
| "domain": "Estate maintenance", | |
| "images": 83, | |
| "instances": 83, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U27", | |
| "name": "Pipe Burst/Water Leak", | |
| "domain": "Estate maintenance", | |
| "images": 64, | |
| "instances": 67, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U28", | |
| "name": "Stained Footpath", | |
| "domain": "Roads and footpaths", | |
| "images": 249, | |
| "instances": 290, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U29", | |
| "name": "Faulty Street Lights", | |
| "domain": "Roads and footpaths", | |
| "images": 73, | |
| "instances": 78, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U30", | |
| "name": "Damaged Curbs", | |
| "domain": "Roads and footpaths", | |
| "images": 80, | |
| "instances": 87, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U31", | |
| "name": "Damaged Road Signs", | |
| "domain": "Roads and footpaths", | |
| "images": 31, | |
| "instances": 32, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U32", | |
| "name": "Faded Markings", | |
| "domain": "Roads and footpaths", | |
| "images": 109, | |
| "instances": 150, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U33", | |
| "name": "Potholes", | |
| "domain": "Roads and footpaths", | |
| "images": 139, | |
| "instances": 176, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U34", | |
| "name": "Flooded Streets", | |
| "domain": "Roads and footpaths", | |
| "images": 60, | |
| "instances": 60, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U35", | |
| "name": "Cracked Footpath", | |
| "domain": "Roads and footpaths", | |
| "images": 515, | |
| "instances": 584, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U36", | |
| "name": "Damaged/Missing Tactile Ground Surface Indicators", | |
| "domain": "Roads and footpaths", | |
| "images": 85, | |
| "instances": 102, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U37", | |
| "name": "Tree Root Uplift on Footpath", | |
| "domain": "Roads and footpaths", | |
| "images": 98, | |
| "instances": 101, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U38", | |
| "name": "Damaged Bollards", | |
| "domain": "Roads and footpaths", | |
| "images": 74, | |
| "instances": 77, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U39", | |
| "name": "Dead Animals", | |
| "domain": "Animals", | |
| "images": 61, | |
| "instances": 61, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U40", | |
| "name": "Injured Animals", | |
| "domain": "Animals", | |
| "images": 41, | |
| "instances": 41, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U41", | |
| "name": "Bird Congregation", | |
| "domain": "Animals", | |
| "images": 58, | |
| "instances": 62, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U42", | |
| "name": "Wild Boar Sighting", | |
| "domain": "Animals", | |
| "images": 69, | |
| "instances": 79, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U43", | |
| "name": "Otter Sighting", | |
| "domain": "Animals", | |
| "images": 93, | |
| "instances": 185, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U44", | |
| "name": "Monkey Sighting", | |
| "domain": "Animals", | |
| "images": 94, | |
| "instances": 100, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U45", | |
| "name": "Rodents in Common Areas", | |
| "domain": "Pests", | |
| "images": 86, | |
| "instances": 89, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U46", | |
| "name": "Rodents in Food Establishments", | |
| "domain": "Pests", | |
| "images": 44, | |
| "instances": 44, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U47", | |
| "name": "Bees and Hornet Nests", | |
| "domain": "Pests", | |
| "images": 69, | |
| "instances": 72, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U48", | |
| "name": "Cockroaches in Food Establishments", | |
| "domain": "Pests", | |
| "images": 70, | |
| "instances": 385, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U49", | |
| "name": "Mosquito Breeding (Stagnant Water)", | |
| "domain": "Pests", | |
| "images": 146, | |
| "instances": 157, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U50", | |
| "name": "Termite Activity (Mud Tubes)", | |
| "domain": "Pests", | |
| "images": 60, | |
| "instances": 98, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U51", | |
| "name": "Bird Droppings Accumulation", | |
| "domain": "Pests", | |
| "images": 57, | |
| "instances": 123, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U52", | |
| "name": "Ant Trails/Nests in Common Areas", | |
| "domain": "Pests", | |
| "images": 71, | |
| "instances": 81, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U53", | |
| "name": "Fallen Trees or Tree Branches", | |
| "domain": "Parks and greenery", | |
| "images": 67, | |
| "instances": 67, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U54", | |
| "name": "Overgrown Grass", | |
| "domain": "Parks and greenery", | |
| "images": 294, | |
| "instances": 395, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U55", | |
| "name": "Faulty Lighting in Park", | |
| "domain": "Parks and greenery", | |
| "images": 79, | |
| "instances": 79, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U56", | |
| "name": "Damaged Facilities in Park", | |
| "domain": "Parks and greenery", | |
| "images": 64, | |
| "instances": 95, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U57", | |
| "name": "Flooding on Boardwalks", | |
| "domain": "Parks and greenery", | |
| "images": 38, | |
| "instances": 38, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U58", | |
| "name": "Tree Root Exposure/Erosion", | |
| "domain": "Parks and greenery", | |
| "images": 88, | |
| "instances": 106, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U59", | |
| "name": "Overhanging Branches over Footpath/Road", | |
| "domain": "Parks and greenery", | |
| "images": 67, | |
| "instances": 69, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U60", | |
| "name": "Abandoned Illegal Parking of Bicycles", | |
| "domain": "Abandoned equipment", | |
| "images": 454, | |
| "instances": 606, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U61", | |
| "name": "Abandoned Trolleys", | |
| "domain": "Abandoned equipment", | |
| "images": 89, | |
| "instances": 91, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U62", | |
| "name": "Illegal Parking at Road", | |
| "domain": "Illegal parking", | |
| "images": 169, | |
| "instances": 198, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U63", | |
| "name": "Illegal Parking at Car Park", | |
| "domain": "Illegal parking", | |
| "images": 60, | |
| "instances": 60, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U64", | |
| "name": "Illegal Parking at Void Deck (Motorcycle)", | |
| "domain": "Illegal parking", | |
| "images": 119, | |
| "instances": 129, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U65", | |
| "name": "Choked Drains", | |
| "domain": "Drains and sewers", | |
| "images": 84, | |
| "instances": 93, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U66", | |
| "name": "Damaged Drains", | |
| "domain": "Drains and sewers", | |
| "images": 60, | |
| "instances": 72, | |
| "represented": true | |
| }, | |
| { | |
| "id": "U67", | |
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