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"flyover_underpass": { - "prec_at_k": 34.44, + "prec_at_k": 33.73, "count": 378 }, "ghat": { - "prec_at_k": 34.18, + "prec_at_k": 34.36, "count": 178 }, "heritage_tourist": { - "prec_at_k": 31.82, + "prec_at_k": 33.2, "count": 616 }, "highway": { - "prec_at_k": 52.23, + "prec_at_k": 52.49, "count": 731 }, "junction": { - "prec_at_k": 14.17, + "prec_at_k": 17.81, "count": 407 }, "market": { - "prec_at_k": 62.84, + "prec_at_k": 62.27, "count": 1484 }, "promenade": { - "prec_at_k": 33.02, + "prec_at_k": 31.85, "count": 1021 }, "residential_lane": { - "prec_at_k": 44.78, + "prec_at_k": 45.01, "count": 1646 }, "skyline_aerial": { - "prec_at_k": 43.62, + "prec_at_k": 45.82, "count": 279 }, "transit": { - "prec_at_k": 23.74, + "prec_at_k": 23.27, "count": 916 }, "unsure": { - "prec_at_k": 15.36, + "prec_at_k": 14.58, "count": 64 } }, "multi_attribute_slices": { "time_of_day": { "day": { - "prec_at_k": 40.63, + "prec_at_k": 40.5, "count": 8189 }, "night": { - "prec_at_k": 39.02, + "prec_at_k": 40.05, "count": 1102 }, "unsure": { @@ -115,135 +115,135 @@ }, "weather": { "clear": { - "prec_at_k": 40.51, + "prec_at_k": 40.79, "count": 6497 }, "cloudy": { - "prec_at_k": 39.42, + "prec_at_k": 38.0, "count": 1011 }, "fog": { - "prec_at_k": 29.2, + "prec_at_k": 32.51, "count": 121 }, "overcast": { - "prec_at_k": 37.55, + "prec_at_k": 39.0, "count": 565 }, "rain": { - "prec_at_k": 43.64, + "prec_at_k": 42.25, "count": 1103 } }, "crowd_density": { "high": { - "prec_at_k": 54.51, + "prec_at_k": 54.07, "count": 1583 }, "low": { - "prec_at_k": 39.48, + "prec_at_k": 39.54, "count": 5431 }, "med": { - "prec_at_k": 32.95, + "prec_at_k": 33.15, "count": 2283 } }, "traffic_density": { "high": { - "prec_at_k": 38.59, + "prec_at_k": 37.94, "count": 1473 }, "low": { - "prec_at_k": 42.47, + "prec_at_k": 42.41, "count": 5117 }, "med": { - "prec_at_k": 37.59, + "prec_at_k": 38.07, "count": 2707 } }, "road_surface": { "asphalt": { - "prec_at_k": 35.18, + "prec_at_k": 35.39, "count": 4272 }, "cobblestone": { - "prec_at_k": 39.19, + "prec_at_k": 39.79, "count": 111 }, "concrete": { - "prec_at_k": 46.86, + "prec_at_k": 42.04, "count": 467 }, "dirt": { - "prec_at_k": 45.66, + "prec_at_k": 46.16, "count": 330 }, "mixed": { - "prec_at_k": 18.06, + "prec_at_k": 23.61, "count": 12 }, "paved": { - "prec_at_k": 44.73, + "prec_at_k": 45.73, "count": 2930 }, "unpaved": { - "prec_at_k": 59.09, + "prec_at_k": 52.27, "count": 22 }, "unsure": { - "prec_at_k": 69.92, + "prec_at_k": 61.99, "count": 82 }, "wet": { - "prec_at_k": 42.93, + "prec_at_k": 42.02, "count": 1071 } }, "infrastructure_quality": { "good": { - "prec_at_k": 37.89, + "prec_at_k": 38.54, "count": 2786 }, "moderate": { - "prec_at_k": 41.03, + "prec_at_k": 40.83, "count": 6175 }, "poor": { - "prec_at_k": 50.64, + "prec_at_k": 48.96, "count": 336 } }, "vegetation": { "dense": { - "prec_at_k": 41.25, + "prec_at_k": 41.67, "count": 1444 }, "moderate": { - "prec_at_k": 35.64, + "prec_at_k": 35.29, "count": 4391 }, "none": { - "prec_at_k": 57.97, + "prec_at_k": 58.97, "count": 1126 }, "sparse": { - "prec_at_k": 40.49, + "prec_at_k": 40.43, "count": 2336 } }, "lighting": { "artificial": { - "prec_at_k": 40.87, + "prec_at_k": 41.78, "count": 1192 }, "mixed": { - "prec_at_k": 49.65, + "prec_at_k": 48.35, "count": 141 }, "natural": { - "prec_at_k": 40.2, + "prec_at_k": 40.1, "count": 7964 } } @@ -265,146 +265,146 @@ }, "prec_per_key": { "scene_type": 40.45, - "time_of_day": 95.31, - "weather": 75.83, - "crowd_density": 64.29, - "traffic_density": 58.82, - "traffic_mix": 56.66, - "pedestrian_vehicle_separation": 73.39, - "road_surface": 64.76, - "infrastructure_quality": 73.64, - "road_encroachment": 71.74, - "vegetation": 54.39, - "lighting": 93.4, - "video_quality": 65.39 + "time_of_day": 95.49, + "weather": 75.74, + "crowd_density": 64.0, + "traffic_density": 59.25, + "traffic_mix": 56.61, + "pedestrian_vehicle_separation": 73.07, + "road_surface": 64.79, + "infrastructure_quality": 73.26, + 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81.05, "count": 248 }, "commercial": { - "cycle_at_k": 81.19, + "cycle_at_k": 84.21, "count": 1260 }, "flyover_underpass": { - "cycle_at_k": 74.07, + "cycle_at_k": 74.34, "count": 378 }, "ghat": { - "cycle_at_k": 77.53, + "cycle_at_k": 74.16, "count": 178 }, "heritage_tourist": { - "cycle_at_k": 72.24, + "cycle_at_k": 73.86, "count": 616 }, "highway": { - "cycle_at_k": 86.87, + "cycle_at_k": 85.23, "count": 731 }, "junction": { - "cycle_at_k": 75.43, + "cycle_at_k": 78.38, "count": 407 }, "market": { - "cycle_at_k": 79.51, + "cycle_at_k": 79.85, "count": 1484 }, "promenade": { - "cycle_at_k": 78.65, + "cycle_at_k": 77.57, "count": 1021 }, "residential_lane": { - "cycle_at_k": 80.74, + "cycle_at_k": 80.68, "count": 1646 }, "skyline_aerial": { - "cycle_at_k": 82.8, + "cycle_at_k": 80.65, "count": 279 }, "transit": { - "cycle_at_k": 76.97, + "cycle_at_k": 77.51, "count": 916 }, "unsure": { - "cycle_at_k": 75.0, + "cycle_at_k": 84.38, "count": 64 } }, "time_of_day": { "day": { - 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"cycle_at_k": 83.19, "count": 2707 } }, "traffic_mix": { "mixed_all": { - "cycle_at_k": 78.17, + "cycle_at_k": 81.41, "count": 710 }, "mixed_motorized": { - "cycle_at_k": 81.72, + "cycle_at_k": 82.15, "count": 4257 }, "motorized_only": { - "cycle_at_k": 80.17, + "cycle_at_k": 81.55, "count": 2108 }, "pedestrian_dominant": { - "cycle_at_k": 74.39, + "cycle_at_k": 73.13, "count": 2222 } }, @@ -440,69 +440,69 @@ "count": 266 }, "separated": { - "cycle_at_k": 79.53, + "cycle_at_k": 78.6, "count": 2467 }, "shared_space": { - "cycle_at_k": 79.13, + "cycle_at_k": 80.12, "count": 6564 } }, "road_surface": { "asphalt": { - "cycle_at_k": 81.48, + "cycle_at_k": 81.67, "count": 4272 }, "cobblestone": { - "cycle_at_k": 72.97, + "cycle_at_k": 76.58, "count": 111 }, "concrete": { - "cycle_at_k": 73.88, + "cycle_at_k": 74.95, "count": 467 }, "dirt": { - "cycle_at_k": 75.45, + "cycle_at_k": 72.42, "count": 330 }, "mixed": { - "cycle_at_k": 58.33, + "cycle_at_k": 83.33, "count": 12 }, "paved": { - 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"sparse": { - "cycle_at_k": 76.5, + "cycle_at_k": 78.81, "count": 2336 } }, "lighting": { "artificial": { - "cycle_at_k": 79.61, + "cycle_at_k": 78.94, "count": 1192 }, "mixed": { - "cycle_at_k": 81.56, + "cycle_at_k": 80.14, "count": 141 }, "natural": { - "cycle_at_k": 79.27, + "cycle_at_k": 79.92, "count": 7964 } }, "video_quality": { "blur": { - "cycle_at_k": 76.83, + "cycle_at_k": 77.49, "count": 1053 }, "clean": { - "cycle_at_k": 78.99, + "cycle_at_k": 79.26, "count": 4792 }, "shake": { - "cycle_at_k": 80.62, + "cycle_at_k": 81.26, "count": 3452 } } @@ -564,59 +564,59 @@ "map_per_value": { "scene_type": { "bazaar": { - "map_at_k": 0.0254, + "map_at_k": 0.0251, "count": 69 }, "beach_coastal": { - "map_at_k": 0.4358, + "map_at_k": 0.423, "count": 248 }, "commercial": { - "map_at_k": 0.2581, + "map_at_k": 0.2612, "count": 1260 }, "flyover_underpass": { - "map_at_k": 0.296, + "map_at_k": 0.2923, "count": 378 }, "ghat": { - "map_at_k": 0.2986, + "map_at_k": 0.2993, "count": 178 }, "heritage_tourist": { - "map_at_k": 0.2413, + "map_at_k": 0.2473, "count": 616 }, "highway": { - "map_at_k": 0.4507, + "map_at_k": 0.4529, "count": 731 }, "junction": { - "map_at_k": 0.0893, + "map_at_k": 0.117, "count": 407 }, "market": { - "map_at_k": 0.5579, + "map_at_k": 0.5555, "count": 1484 }, "promenade": { - "map_at_k": 0.2612, + "map_at_k": 0.2459, "count": 1021 }, "residential_lane": { - "map_at_k": 0.3583, + "map_at_k": 0.3599, "count": 1646 }, "skyline_aerial": { - "map_at_k": 0.3354, + "map_at_k": 0.3517, "count": 279 }, "transit": { - "map_at_k": 0.1599, + "map_at_k": 0.1573, "count": 916 }, "unsure": { - "map_at_k": 0.1174, + "map_at_k": 0.114, "count": 64 } }, @@ -626,111 +626,111 @@ "count": 8189 }, "night": { - "map_at_k": 0.769, + "map_at_k": 0.7842, "count": 1102 }, "unsure": { - "map_at_k": 0.0162, + "map_at_k": 0.0583, "count": 6 } }, "weather": { "clear": { - "map_at_k": 0.815, + "map_at_k": 0.8139, "count": 6497 }, "cloudy": { - "map_at_k": 0.3636, + "map_at_k": 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"prec_at_k": 41.15, "count": 467 }, "dirt": { - "prec_at_k": 44.65, + "prec_at_k": 44.9, "count": 330 }, "mixed": { - "prec_at_k": 18.06, + "prec_at_k": 22.22, "count": 12 }, "paved": { - "prec_at_k": 43.16, + "prec_at_k": 44.07, "count": 2930 }, "unpaved": { - "prec_at_k": 59.09, + "prec_at_k": 50.0, "count": 22 }, "unsure": { - "prec_at_k": 67.68, + "prec_at_k": 59.76, "count": 82 }, "wet": { - "prec_at_k": 40.59, + "prec_at_k": 39.76, "count": 1071 } }, "infrastructure_quality": { "good": { - "prec_at_k": 36.03, + "prec_at_k": 36.76, "count": 2786 }, "moderate": { - "prec_at_k": 39.52, + "prec_at_k": 39.26, "count": 6175 }, "poor": { - "prec_at_k": 50.05, + "prec_at_k": 47.67, "count": 336 } }, "vegetation": { "dense": { - "prec_at_k": 39.21, + "prec_at_k": 39.7, "count": 1444 }, "moderate": { - "prec_at_k": 34.04, + "prec_at_k": 33.68, "count": 4391 }, "none": { - "prec_at_k": 56.71, + "prec_at_k": 57.56, "count": 1126 }, "sparse": { - "prec_at_k": 39.08, + "prec_at_k": 38.87, "count": 2336 } }, "lighting": { "artificial": { - "prec_at_k": 39.64, + "prec_at_k": 40.37, "count": 1192 }, "mixed": { - "prec_at_k": 48.58, + "prec_at_k": 47.28, "count": 141 }, "natural": { - "prec_at_k": 38.57, + "prec_at_k": 38.43, "count": 7964 } } @@ -1099,299 +1099,299 @@ "video_quality": 0.0035 }, "prec_per_key": { - "scene_type": 38.87, - "time_of_day": 95.16, - "weather": 75.26, - "crowd_density": 63.55, - "traffic_density": 58.16, - "traffic_mix": 55.88, - "pedestrian_vehicle_separation": 72.81, - "road_surface": 64.03, - "infrastructure_quality": 73.04, - "road_encroachment": 71.12, - "vegetation": 53.33, - "lighting": 93.21, - "video_quality": 64.79 + "scene_type": 38.83, + "time_of_day": 95.33, + "weather": 75.05, + "crowd_density": 63.22, + "traffic_density": 58.52, + "traffic_mix": 55.76, + "pedestrian_vehicle_separation": 72.41, + "road_surface": 64.01, + "infrastructure_quality": 72.57, + "road_encroachment": 70.58, + "vegetation": 53.37, + "lighting": 93.5, + "video_quality": 64.31 }, "map_per_key": { - "scene_type": 0.3095, - "time_of_day": 0.9396, - "weather": 0.6983, - "crowd_density": 0.5458, - "traffic_density": 0.4821, - "traffic_mix": 0.4606, - "pedestrian_vehicle_separation": 0.6581, - "road_surface": 0.5665, - "infrastructure_quality": 0.6627, - "road_encroachment": 0.6337, - "vegetation": 0.4286, - "lighting": 0.9167, - "video_quality": 0.5642 + "scene_type": 0.3086, + "time_of_day": 0.9412, + "weather": 0.6957, + "crowd_density": 0.5437, + "traffic_density": 0.4869, + "traffic_mix": 0.4585, + "pedestrian_vehicle_separation": 0.6529, + "road_surface": 0.5667, + "infrastructure_quality": 0.6571, + "road_encroachment": 0.6265, + "vegetation": 0.4298, + "lighting": 0.9201, + "video_quality": 0.5583 }, "cycle_per_key": { "scene_type": { "bazaar": { - "cycle_at_k": 76.81, + "cycle_at_k": 72.46, "count": 69 }, "beach_coastal": { - "cycle_at_k": 77.42, + "cycle_at_k": 78.63, "count": 248 }, "commercial": { - "cycle_at_k": 79.37, + "cycle_at_k": 81.27, "count": 1260 }, "flyover_underpass": { - "cycle_at_k": 72.22, + "cycle_at_k": 73.54, "count": 378 }, "ghat": { - "cycle_at_k": 75.84, + "cycle_at_k": 72.47, "count": 178 }, "heritage_tourist": { - "cycle_at_k": 69.64, + "cycle_at_k": 71.59, "count": 616 }, "highway": { - "cycle_at_k": 82.63, + "cycle_at_k": 81.53, "count": 731 }, "junction": { - "cycle_at_k": 75.43, + "cycle_at_k": 75.92, "count": 407 }, "market": { - "cycle_at_k": 77.7, + "cycle_at_k": 78.57, "count": 1484 }, "promenade": { - "cycle_at_k": 76.49, + "cycle_at_k": 74.05, "count": 1021 }, "residential_lane": { - "cycle_at_k": 78.49, + "cycle_at_k": 77.7, "count": 1646 }, "skyline_aerial": { - "cycle_at_k": 80.65, + "cycle_at_k": 77.78, "count": 279 }, "transit": { - "cycle_at_k": 73.91, + "cycle_at_k": 74.45, "count": 916 }, "unsure": { - "cycle_at_k": 71.88, + "cycle_at_k": 75.0, "count": 64 } }, "time_of_day": { "day": { - "cycle_at_k": 77.12, + "cycle_at_k": 77.19, "count": 8189 }, "night": { - "cycle_at_k": 76.86, + "cycle_at_k": 76.68, "count": 1102 }, "unsure": { - "cycle_at_k": 83.33, + "cycle_at_k": 66.67, "count": 6 } }, "weather": { "clear": { - "cycle_at_k": 77.31, + "cycle_at_k": 76.88, "count": 6497 }, "cloudy": { - "cycle_at_k": 76.06, + "cycle_at_k": 77.55, "count": 1011 }, "fog": { - "cycle_at_k": 68.6, + "cycle_at_k": 69.42, "count": 121 }, "overcast": { - "cycle_at_k": 75.58, + "cycle_at_k": 79.12, "count": 565 }, "rain": { - "cycle_at_k": 78.42, + "cycle_at_k": 77.97, "count": 1103 } }, "crowd_density": { "high": { - "cycle_at_k": 74.16, + "cycle_at_k": 75.36, "count": 1583 }, "low": { - "cycle_at_k": 77.26, + "cycle_at_k": 77.15, "count": 5431 }, "med": { - "cycle_at_k": 78.71, + "cycle_at_k": 78.27, "count": 2283 } }, "traffic_density": { "high": { - "cycle_at_k": 75.76, + "cycle_at_k": 77.6, "count": 1473 }, "low": { - "cycle_at_k": 75.49, + "cycle_at_k": 75.14, "count": 5117 }, "med": { - "cycle_at_k": 80.83, + "cycle_at_k": 80.61, "count": 2707 } }, "traffic_mix": { "mixed_all": { - "cycle_at_k": 76.34, + "cycle_at_k": 80.28, "count": 710 }, "mixed_motorized": { - "cycle_at_k": 79.54, + "cycle_at_k": 79.12, "count": 4257 }, "motorized_only": { - "cycle_at_k": 77.7, + "cycle_at_k": 79.13, "count": 2108 }, "pedestrian_dominant": { - "cycle_at_k": 72.05, + "cycle_at_k": 70.39, "count": 2222 } }, "pedestrian_vehicle_separation": { "partial": { - "cycle_at_k": 81.2, + "cycle_at_k": 80.45, "count": 266 }, "separated": { - "cycle_at_k": 76.94, + "cycle_at_k": 75.68, "count": 2467 }, "shared_space": { - "cycle_at_k": 76.98, + "cycle_at_k": 77.53, "count": 6564 } }, "road_surface": { "asphalt": { - "cycle_at_k": 79.33, + "cycle_at_k": 79.05, "count": 4272 }, "cobblestone": { - "cycle_at_k": 68.47, + "cycle_at_k": 74.77, "count": 111 }, "concrete": { - "cycle_at_k": 72.59, + "cycle_at_k": 71.73, "count": 467 }, "dirt": { - "cycle_at_k": 74.24, + "cycle_at_k": 70.91, "count": 330 }, "mixed": { - "cycle_at_k": 58.33, + "cycle_at_k": 83.33, "count": 12 }, "paved": { - "cycle_at_k": 74.61, + "cycle_at_k": 75.26, "count": 2930 }, "unpaved": { - "cycle_at_k": 81.82, + "cycle_at_k": 77.27, "count": 22 }, "unsure": { - "cycle_at_k": 76.83, + "cycle_at_k": 75.61, "count": 82 }, "wet": { - "cycle_at_k": 78.8, + "cycle_at_k": 79.08, "count": 1071 } }, "infrastructure_quality": { "good": { - "cycle_at_k": 77.17, + "cycle_at_k": 75.99, "count": 2786 }, "moderate": { - "cycle_at_k": 77.23, + "cycle_at_k": 78.01, "count": 6175 }, "poor": { - "cycle_at_k": 73.81, + "cycle_at_k": 70.24, "count": 336 } }, "road_encroachment": { "clear": { - "cycle_at_k": 76.28, + "cycle_at_k": 76.23, "count": 4174 }, "heavy": { - "cycle_at_k": 75.19, + "cycle_at_k": 75.97, "count": 129 }, "partial": { - "cycle_at_k": 77.81, + "cycle_at_k": 77.89, "count": 4994 } }, "vegetation": { "dense": { - "cycle_at_k": 76.87, + "cycle_at_k": 75.83, "count": 1444 }, "moderate": { - "cycle_at_k": 79.34, + "cycle_at_k": 78.82, "count": 4391 }, "none": { - "cycle_at_k": 74.25, + "cycle_at_k": 74.33, "count": 1126 }, "sparse": { - "cycle_at_k": 74.36, + "cycle_at_k": 76.07, "count": 2336 } }, "lighting": { "artificial": { - "cycle_at_k": 77.18, + "cycle_at_k": 76.85, "count": 1192 }, "mixed": { - "cycle_at_k": 77.3, + "cycle_at_k": 78.72, "count": 141 }, "natural": { - "cycle_at_k": 77.07, + "cycle_at_k": 77.13, "count": 7964 } }, "video_quality": { "blur": { - "cycle_at_k": 73.69, + "cycle_at_k": 74.26, "count": 1053 }, "clean": { - "cycle_at_k": 76.77, + "cycle_at_k": 76.65, "count": 4792 }, "shake": { - "cycle_at_k": 78.56, + "cycle_at_k": 78.65, "count": 3452 } } @@ -1399,173 +1399,173 @@ "map_per_value": { "scene_type": { "bazaar": { - "map_at_k": 0.0158, + "map_at_k": 0.0122, "count": 69 }, "beach_coastal": { - "map_at_k": 0.3998, + "map_at_k": 0.3928, "count": 248 }, "commercial": { - "map_at_k": 0.2415, + "map_at_k": 0.2406, "count": 1260 }, "flyover_underpass": { - "map_at_k": 0.2705, + "map_at_k": 0.2698, "count": 378 }, "ghat": { - "map_at_k": 0.2743, + "map_at_k": 0.2667, "count": 178 }, "heritage_tourist": { - "map_at_k": 0.2185, + "map_at_k": 0.2291, "count": 616 }, "highway": { - "map_at_k": 0.4294, + "map_at_k": 0.4322, "count": 731 }, "junction": { - "map_at_k": 0.0822, + "map_at_k": 0.1061, "count": 407 }, "market": { - "map_at_k": 0.5492, + "map_at_k": 0.5473, "count": 1484 }, "promenade": { - "map_at_k": 0.2427, + "map_at_k": 0.2257, "count": 1021 }, "residential_lane": { - "map_at_k": 0.3358, + "map_at_k": 0.3349, "count": 1646 }, "skyline_aerial": { - "map_at_k": 0.3185, + "map_at_k": 0.3287, "count": 279 }, "transit": { - "map_at_k": 0.1414, + "map_at_k": 0.1394, "count": 916 }, "unsure": { - "map_at_k": 0.0856, + "map_at_k": 0.0755, "count": 64 } }, "time_of_day": { "day": { - "map_at_k": 0.9642, + "map_at_k": 0.964, "count": 8189 }, "night": { - "map_at_k": 0.7619, + "map_at_k": 0.7765, "count": 1102 }, "unsure": { - "map_at_k": 0.0208, + "map_at_k": 0.0657, "count": 6 } }, "weather": { "clear": 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