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@@ -139,19 +139,19 @@ numbers.
 ## Additional Requirements
 
 - **Post-processor (EmotionVAE) checkpoint** — required for evaluation on every `stage=test` run. Obtain from the [official REACT 2026 baseline](https://github.com/reactmultimodalchallenge/baseline_react2026) and place at `pretrained_models/post_processor/checkpoint.pth`.
-- **PIRender + FaceVerse** — needed only for FRREa (rendered-frame FID) evaluation.
+- **PIRender + FaceVerse** — needed only for FRRea (rendered-frame FID) evaluation.
 - **MARS dataset** — obtain through the challenge organisers.
 
 ## Metrics
 
 | Metric | Description |
 |--------|-------------|
-| FRC ↑ | Facial Reaction Consistency |
-| FRD ↓ | Facial Reaction Distance (FID-based) |
-| TLCC ↑ | Time-Lagged Cross-Correlation |
-| S_MSE ↓ | Smoothness (MSE of consecutive frames) |
-| FRVar ↑ | Facial Reaction Variance |
-| FRREa ↓ | Facial Reaction Realism (FID on rendered frames) |
+| FRCorr ↑ | Facial Reaction Correlation (CCC against GT) |
+| FRDist ↓ | Facial Reaction Distance (DTW against GT) |
+| FRDiv ↑ | Diversity across the 10 generated predictions (pairwise MSE) |
+| FRVar ↑ | Temporal variance within a generated reaction |
+| FRRea ↓ | Realism (FID on rendered frames) |
+| FRSyn ↓ | Synchrony (Time-Lagged Cross-Correlation) |
 
 ## Citation