Add finetune-flow-retune-b10 checkpoint

finetune-flow-retune-b10/au_thresholds.json

@@ -0,0 +1,52 @@
+{
+  "thresholds": {
+    "AU1": 0.33999999999999997,
+    "AU2": 0.30000000000000004,
+    "AU4": 0.14,
+    "AU6": 0.11,
+    "AU7": 0.17,
+    "AU10": 0.4,
+    "AU12": 0.33,
+    "AU15": 0.33999999999999997,
+    "AU23": 0.1,
+    "AU24": 0.18,
+    "AU25": 0.31,
+    "AU26": 0.23
+  },
+  "per_au_f1_default": {
+    "AU1": 0.523,
+    "AU2": 0.4031469274930895,
+    "AU4": 0.5032679738562091,
+    "AU6": 0.5004824259131634,
+    "AU7": 0.689247703451904,
+    "AU10": 0.7169319947914479,
+    "AU12": 0.6411389936289169,
+    "AU15": 0.13211845102505695,
+    "AU23": 0.020671834625323,
+    "AU24": 0.08216783216783216,
+    "AU25": 0.8738030994054299,
+    "AU26": 0.3441706357423897
+  },
+  "per_au_f1_calibrated": {
+    "AU1": 0.5377718597425655,
+    "AU2": 0.4134301270417423,
+    "AU4": 0.5520799213887979,
+    "AU6": 0.5818026484408373,
+    "AU7": 0.7304859136727837,
+    "AU10": 0.7186289470595141,
+    "AU12": 0.6484480829259673,
+    "AU15": 0.1623686723973257,
+    "AU23": 0.184645286686103,
+    "AU24": 0.2226007950028393,
+    "AU25": 0.8806517678302163,
+    "AU26": 0.3960734101579172
+  },
+  "ccc_valence": 0.3870512545108795,
+  "ccc_arousal": 0.26323655247688293,
+  "p_va": 0.3251439034938812,
+  "p_expr": 0.2958076064576656,
+  "p_au_default": 0.4525123226750635,
+  "p_au_calibrated": 0.5024156193622175,
+  "p_mtl_default": 1.0734638326266104,
+  "p_mtl_calibrated": 1.1233671293137641
+}

finetune-flow-retune-b10/config.json

@@ -0,0 +1,32 @@
+{
+  "train_annotations": "data/training_set_annotations.txt",
+  "val_annotations": "data/validation_set_annotations.txt",
+  "image_root": "data/cropped_aligned",
+  "output_dir": "/data3/salah/projects/ABAW2026/code/runs/ablation_e22_affectflow_dinov3_ft_flow_beta1.0_e20",
+  "backbone": "dinov3_vits16",
+  "backbone_weights": null,
+  "strict_backbone": true,
+  "image_size": 224,
+  "batch_size": 32,
+  "epochs": 20,
+  "lr": 1e-05,
+  "weight_decay": 0.0001,
+  "num_workers": 4,
+  "freeze_backbone": false,
+  "deterministic_weight": 1.0,
+  "flow_weight": 1.0,
+  "va_weight": 1.0,
+  "expr_weight": 1.0,
+  "au_weight": 1.0,
+  "focal_gamma": 0.0,
+  "label_smoothing": 0.0,
+  "separate_proj_heads": false,
+  "expr_class_weighted": false,
+  "balanced_sampler": false,
+  "au_pos_weighted": false,
+  "flow_steps": 20,
+  "flow_samples": 8,
+  "seed": 42,
+  "device": "cuda",
+  "smoke_test": false
+}

finetune-flow-retune-b10/expr_weights.json

@@ -0,0 +1,36 @@
+{
+  "predictions": "code/runs/ablation_e22_affectflow_dinov3_ft_flow_beta1.0_e20/validation_deterministic_exprprobs.csv",
+  "annotations": "data/validation_set_annotations.txt",
+  "weights": {
+    "Neutral": 0.05,
+    "Anger": 2.0,
+    "Disgust": 0.8,
+    "Fear": 10.0,
+    "Happiness": 0.3,
+    "Sadness": 5.0,
+    "Surprise": 0.2,
+    "Other": 0.1
+  },
+  "p_expr_default": 0.2958076064576656,
+  "p_expr_calibrated": 0.35045501844874727,
+  "per_class_f1_default": {
+    "Neutral": 0.3675004701899568,
+    "Anger": 0.21885913853317815,
+    "Disgust": 0.4649859943977591,
+    "Fear": 0.0380517503805175,
+    "Happiness": 0.5261498028909329,
+    "Sadness": 0.17085020242914978,
+    "Surprise": 0.15376984126984128,
+    "Other": 0.4262936515699893
+  },
+  "per_class_f1_calibrated": {
+    "Neutral": 0.3766730401529637,
+    "Anger": 0.21180555555555552,
+    "Disgust": 0.5068618481244282,
+    "Fear": 0.3313043478260869,
+    "Happiness": 0.525,
+    "Sadness": 0.2821450335161487,
+    "Surprise": 0.14505224339274736,
+    "Other": 0.4247980790220476
+  }
+}

finetune-flow-retune-b10/model.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a2547e2cdb68ca4d8e6834659447a00f77a270c120cfc652efeeda8180dabf4
+size 321540080