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README.md

@@ -35,12 +35,16 @@ testvidtai/
 ## Current Version
 
 - Anomaly classes: 8
-- Anomaly videos: 800, with 100 videos per anomaly class
-- Normal videos: 950
-- Native test anomaly videos: 150
-- Native test normal videos: 150
-- Native train anomaly videos: 650
-- Native train normal videos: 800
+- Published native protocol: 1,600 videos
+- Anomaly videos: 800 (100 per anomaly class)
+- Normal videos used by the native protocol: 800
+- Native training split: 1,300 videos (650 anomaly + 650 normal)
+- Native test split: 300 videos (150 anomaly + 150 normal)
+- Additional normal videos outside the native protocol: 150
+
+Only videos listed under `splits_v2_native/` belong to the official evaluation
+protocol. The additional normal videos and the two auxiliary `testvidtai`
+videos are not part of training or evaluation.
 
 ## Anomaly Classes
 
@@ -69,8 +73,15 @@ Important files:
 - `test_normal.txt`
 - `Temporal_Anomaly_Annotation_for_Testing_Videos.txt`
 - `annotation_todo.csv`
+- `Temporal_Anomaly_Annotation_for_Testing_Videos.todo.txt`
 - `protocol.json`
 
+Frame-level temporal annotation is complete for all 150 anomalous test videos.
+`annotation_todo.csv` and the `.todo.txt` file are retained as annotation audit
+artifacts; despite their historical names, they do not contain unfinished
+records. The canonical evaluation file is
+`Temporal_Anomaly_Annotation_for_Testing_Videos.txt`.
+
 Temporal intervals use frame indices with the convention:
 
 ```text
@@ -79,6 +90,12 @@ video_name label start1 end1 start2 end2
 
 `-1 -1` denotes that the second interval is absent.
 
+The temporal annotation file has exactly one row for each anomalous test video.
+Normal test videos are interpreted as entirely normal and therefore do not
+need rows in the temporal annotation file.
+
 ## Version Note
 
-This upload replaces the earlier ASHEN-Dataset release with the cleaned native split and manually reviewed temporal annotations.
+This release provides the cleaned, UCF-independent native split and manually
+reviewed temporal annotations. Results should be reported on the fixed 300-video
+test split, with model/checkpoint selection performed without using test labels.

splits_v2_native/protocol.json

@@ -1,7 +1,7 @@
 {
   "dataset": "ASHEN",
-  "status": "annotation_pending",
-  "protocol": "native random split v2; UCF-independent temporal annotation required before frame-GT/eval",
+  "status": "complete",
+  "protocol": "native random split v2; UCF-independent split with manually reviewed frame-level temporal annotations",
   "seed": 3407,
   "splits_dir": "E:\\Workspace\\ashen\\data\\ashen-dataset\\splits_v2_native",
   "train_videos": 1300,
@@ -45,4 +45,4 @@
   "excluded_physical_normals_not_in_800_feature_backed_pool": 150,
   "annotation_todo": "E:\\Workspace\\ashen\\data\\ashen-dataset\\splits_v2_native\\annotation_todo.csv",
   "temporal_todo": "E:\\Workspace\\ashen\\data\\ashen-dataset\\splits_v2_native\\Temporal_Anomaly_Annotation_for_Testing_Videos.todo.txt"
-}
+}