Update edit benchmark evaluation docs

benchmarks/edit/build_six_method_manifest.py

@@ -0,0 +1,82 @@
+#!/usr/bin/env python3
+"""Build manifests for the six val20/val100 edit-result folders."""
+
+from __future__ import annotations
+
+import argparse
+import json
+from pathlib import Path
+
+
+METHODS = ("wan_only", "ditto_global", "full", "text", "vace_hint", "vace_context")
+
+
+def read_jsonl(path: Path) -> list[dict]:
+    rows: list[dict] = []
+    with path.open("r", encoding="utf-8") as handle:
+        for line in handle:
+            text = line.strip()
+            if text:
+                rows.append(json.loads(text))
+    return rows
+
+
+def build_split(repo_root: Path, split: str, samples_path: Path, outputs_root: Path, output_path: Path) -> None:
+    samples = read_jsonl(samples_path)
+    output_path.parent.mkdir(parents=True, exist_ok=True)
+    count = 0
+    with output_path.open("w", encoding="utf-8") as handle:
+        for sample in samples:
+            sample_id = str(sample["id"])
+            source_video = Path(str(sample["control_video"]))
+            if not source_video.is_absolute():
+                source_video = repo_root / source_video
+            for method in METHODS:
+                edited_video = outputs_root / method / f"{sample_id}.mp4"
+                row = {
+                    "split": split,
+                    "sample_id": sample_id,
+                    "method": method,
+                    "instruction": sample["prompt"],
+                    "source_video": str(source_video),
+                    "edited_video": str(edited_video),
+                    "source_prompt": sample.get("source_prompt", ""),
+                    "target_prompt": sample.get("target_prompt", sample["prompt"]),
+                }
+                handle.write(json.dumps(row, ensure_ascii=False) + "\n")
+                count += 1
+    print(f"{split}: wrote {count} rows -> {output_path}")
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--repo-root", type=Path, default=Path.cwd())
+    parser.add_argument("--output-dir", type=Path, default=Path("out/edit_model_face_stage1/traditional_eval_manifests"))
+    args = parser.parse_args()
+
+    repo_root = args.repo_root.resolve()
+    base = repo_root / "out/edit_model_face_stage1"
+    output_dir = args.output_dir if args.output_dir.is_absolute() else repo_root / args.output_dir
+
+    jobs = [
+        (
+            "val20",
+            base / "eval_samples/val_20.jsonl",
+            base / "eval_outputs",
+            output_dir / "val20.jsonl",
+        ),
+        (
+            "val100",
+            base / "eval_samples/val_100.jsonl",
+            base / "eval_outputs_val100",
+            output_dir / "val100.jsonl",
+        ),
+    ]
+    for split, samples_path, outputs_root, output_path in jobs:
+        if not samples_path.exists():
+            raise FileNotFoundError(samples_path)
+        build_split(repo_root, split, samples_path, outputs_root, output_path)
+
+
+if __name__ == "__main__":
+    main()