Backup build_benchmark

20260429T191134Z/stats.json

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+{
+  "total": {
+    "num_questions": 662,
+    "num_videos": 95,
+    "num_annotators": 19,
+    "question_type_dist": {
+      "causal_reasoning": {
+        "count": 341,
+        "pct": 51.5
+      },
+      "recognition": {
+        "count": 150,
+        "pct": 22.7
+      },
+      "temporal_reasoning": {
+        "count": 118,
+        "pct": 17.8
+      },
+      "counting": {
+        "count": 22,
+        "pct": 3.3
+      },
+      "procedural": {
+        "count": 13,
+        "pct": 2.0
+      },
+      "verification": {
+        "count": 10,
+        "pct": 1.5
+      },
+      "spatial": {
+        "count": 8,
+        "pct": 1.2
+      }
+    },
+    "difficulty_dist": {
+      "medium": {
+        "count": 361,
+        "pct": 54.5
+      },
+      "hard": {
+        "count": 168,
+        "pct": 25.4
+      },
+      "easy": {
+        "count": 127,
+        "pct": 19.2
+      },
+      "unrated": {
+        "count": 6,
+        "pct": 0.9
+      }
+    },
+    "mean_model_accuracy": 0.4957
+  },
+  "splits": {
+    "train": {
+      "num_questions": 270,
+      "num_videos": 37,
+      "num_annotators": 11,
+      "question_type_dist": {
+        "causal_reasoning": {
+          "count": 139,
+          "pct": 51.5
+        },
+        "recognition": {
+          "count": 60,
+          "pct": 22.2
+        },
+        "temporal_reasoning": {
+          "count": 45,
+          "pct": 16.7
+        },
+        "counting": {
+          "count": 11,
+          "pct": 4.1
+        },
+        "verification": {
+          "count": 6,
+          "pct": 2.2
+        },
+        "procedural": {
+          "count": 6,
+          "pct": 2.2
+        },
+        "spatial": {
+          "count": 3,
+          "pct": 1.1
+        }
+      },
+      "difficulty_dist": {
+        "medium": {
+          "count": 150,
+          "pct": 55.6
+        },
+        "hard": {
+          "count": 67,
+          "pct": 24.8
+        },
+        "easy": {
+          "count": 53,
+          "pct": 19.6
+        }
+      },
+      "mean_model_accuracy": 0.4994
+    },
+    "val": {
+      "num_questions": 143,
+      "num_videos": 21,
+      "num_annotators": 10,
+      "question_type_dist": {
+        "causal_reasoning": {
+          "count": 72,
+          "pct": 50.3
+        },
+        "recognition": {
+          "count": 40,
+          "pct": 28.0
+        },
+        "temporal_reasoning": {
+          "count": 24,
+          "pct": 16.8
+        },
+        "counting": {
+          "count": 5,
+          "pct": 3.5
+        },
+        "spatial": {
+          "count": 1,
+          "pct": 0.7
+        },
+        "verification": {
+          "count": 1,
+          "pct": 0.7
+        }
+      },
+      "difficulty_dist": {
+        "medium": {
+          "count": 73,
+          "pct": 51.0
+        },
+        "hard": {
+          "count": 43,
+          "pct": 30.1
+        },
+        "easy": {
+          "count": 24,
+          "pct": 16.8
+        },
+        "unrated": {
+          "count": 3,
+          "pct": 2.1
+        }
+      },
+      "mean_model_accuracy": 0.4501
+    },
+    "test": {
+      "num_questions": 249,
+      "num_videos": 37,
+      "num_annotators": 17,
+      "question_type_dist": {
+        "causal_reasoning": {
+          "count": 130,
+          "pct": 52.2
+        },
+        "recognition": {
+          "count": 50,
+          "pct": 20.1
+        },
+        "temporal_reasoning": {
+          "count": 49,
+          "pct": 19.7
+        },
+        "procedural": {
+          "count": 7,
+          "pct": 2.8
+        },
+        "counting": {
+          "count": 6,
+          "pct": 2.4
+        },
+        "spatial": {
+          "count": 4,
+          "pct": 1.6
+        },
+        "verification": {
+          "count": 3,
+          "pct": 1.2
+        }
+      },
+      "difficulty_dist": {
+        "medium": {
+          "count": 138,
+          "pct": 55.4
+        },
+        "hard": {
+          "count": 58,
+          "pct": 23.3
+        },
+        "easy": {
+          "count": 50,
+          "pct": 20.1
+        },
+        "unrated": {
+          "count": 3,
+          "pct": 1.2
+        }
+      },
+      "mean_model_accuracy": 0.5176
+    }
+  },
+  "config": {
+    "seed": 42,
+    "split_ratios": {
+      "train": 0.4,
+      "val": 0.2,
+      "test": 0.4
+    },
+    "difficulty_thresholds": {
+      "easy": 0.8,
+      "medium": 0.4
+    }
+  }
+}