| [ |
| { |
| "version": "V16", |
| "model_name": "rf_et_mfcc20_chroma_rolloff_centroid_zcr", |
| "local_macro_f1": "0.7904", |
| "local_micro_f1": "0.7900", |
| "public_lb_score": "0.23380", |
| "status": "tested-best-public", |
| "recommendation": "yes-primary", |
| "is_base_reference": "yes", |
| "notes": "updated with public score 0.23380 from Jan 2026 DLGenAI leaderboard", |
| "rank_by_local_macro": 1 |
| }, |
| { |
| "version": "V21", |
| "model_name": "rf_et_v16_plus_probability_calibration", |
| "local_macro_f1": "0.7904", |
| "local_micro_f1": "0.7900", |
| "public_lb_score": "", |
| "status": "tested-no-gain", |
| "recommendation": "planned", |
| "is_base_reference": "", |
| "notes": "source: v21_weight_temp_local.latest.json", |
| "rank_by_local_macro": 2 |
| }, |
| { |
| "version": "V24", |
| "model_name": "pretrained_resnet18_audioimage_cnn", |
| "local_macro_f1": "0.7881", |
| "local_micro_f1": "0.7917", |
| "public_lb_score": "", |
| "status": "tested-promising", |
| "recommendation": "planned", |
| "is_base_reference": "", |
| "notes": "updated from pretrained_backbone_compare_all_local.latest.json", |
| "rank_by_local_macro": 3 |
| }, |
| { |
| "version": "fused-mfcc-melstat-exp", |
| "model_name": "rf_et_mfcc_plus_selected_melstat", |
| "local_macro_f1": "0.7745", |
| "local_micro_f1": "0.7700", |
| "public_lb_score": "", |
| "status": "tested", |
| "recommendation": "no", |
| "is_base_reference": "", |
| "notes": "negative delta vs mfcc-only", |
| "rank_by_local_macro": 4 |
| }, |
| { |
| "version": "V17", |
| "model_name": "rf_et_mfcc30_delta_delta2_chroma_contrast_percentile_pool", |
| "local_macro_f1": "0.7708", |
| "local_micro_f1": "0.7700", |
| "public_lb_score": "", |
| "status": "tested", |
| "recommendation": "secondary", |
| "is_base_reference": "", |
| "notes": "local below v16 in current benchmark", |
| "rank_by_local_macro": 5 |
| }, |
| { |
| "version": "V15", |
| "model_name": "rf_et_mfcc20_chroma_spectral_bw_rolloff_zcr", |
| "local_macro_f1": "0.7622", |
| "local_micro_f1": "0.7600", |
| "public_lb_score": "", |
| "status": "tested", |
| "recommendation": "backup", |
| "is_base_reference": "", |
| "notes": "no fresh LB in this run", |
| "rank_by_local_macro": 6 |
| }, |
| { |
| "version": "melstat-rfet-exp", |
| "model_name": "rf_et_melstat_pooling", |
| "local_macro_f1": "0.7537", |
| "local_micro_f1": "0.7500", |
| "public_lb_score": "", |
| "status": "tested", |
| "recommendation": "r&d only", |
| "is_base_reference": "", |
| "notes": "close but below v16-like", |
| "rank_by_local_macro": 7 |
| }, |
| { |
| "version": "V14", |
| "model_name": "rf_et_mfcc13_chroma_centroid", |
| "local_macro_f1": "0.7403", |
| "local_micro_f1": "0.7400", |
| "public_lb_score": "0.22703", |
| "status": "tested", |
| "recommendation": "backup", |
| "is_base_reference": "", |
| "notes": "reported kaggle score", |
| "rank_by_local_macro": 8 |
| }, |
| { |
| "version": "all-aug-rfet-exp", |
| "model_name": "rf_et_all_augmentation_family", |
| "local_macro_f1": "0.6818", |
| "local_micro_f1": "0.6833", |
| "public_lb_score": "", |
| "status": "tested", |
| "recommendation": "r&d only", |
| "is_base_reference": "", |
| "notes": "delta_macro=0.0713; recommend=ALL_AUG", |
| "rank_by_local_macro": 9 |
| }, |
| { |
| "version": "random-5s-clip-exp", |
| "model_name": "rf_et_random_5s_clip", |
| "local_macro_f1": "0.6732", |
| "local_micro_f1": "0.6833", |
| "public_lb_score": "", |
| "status": "tested", |
| "recommendation": "r&d only", |
| "is_base_reference": "", |
| "notes": "delta_macro=-0.0094; recommend=fullclip", |
| "rank_by_local_macro": 10 |
| }, |
| { |
| "version": "pretrained-encoder-clf-exp", |
| "model_name": "wav2vec2_base_encoder + logreg_classifier", |
| "local_macro_f1": "0.2333", |
| "local_micro_f1": "", |
| "public_lb_score": "", |
| "status": "tested", |
| "recommendation": "r&d only", |
| "is_base_reference": "", |
| "notes": "source: pretrained_wav2vec_local.latest.json (n_train=18,n_val=12,embed_dim=768)", |
| "rank_by_local_macro": 11 |
| }, |
| { |
| "version": "mel-cnn-exp", |
| "model_name": "smallcnn_logmel", |
| "local_macro_f1": "0.2086", |
| "local_micro_f1": "0.2900", |
| "public_lb_score": "", |
| "status": "tested", |
| "recommendation": "no", |
| "is_base_reference": "", |
| "notes": "underperforms classical", |
| "rank_by_local_macro": 12 |
| }, |
| { |
| "version": "V12", |
| "model_name": "classical_baseline_early", |
| "local_macro_f1": "", |
| "local_micro_f1": "", |
| "public_lb_score": "", |
| "status": "historical-unknown", |
| "recommendation": "no", |
| "is_base_reference": "", |
| "notes": "exact archived score not found yet; placeholder added", |
| "rank_by_local_macro": "" |
| }, |
| { |
| "version": "V13", |
| "model_name": "classical_baseline_v13", |
| "local_macro_f1": "", |
| "local_micro_f1": "", |
| "public_lb_score": "0.22469", |
| "status": "historical", |
| "recommendation": "no", |
| "is_base_reference": "", |
| "notes": "reported kaggle score", |
| "rank_by_local_macro": "" |
| }, |
| { |
| "version": "V18", |
| "model_name": "rf_et_v16_plus_chunkvote_inference", |
| "local_macro_f1": "", |
| "local_micro_f1": "", |
| "public_lb_score": "", |
| "status": "planned-not-run", |
| "recommendation": "planned", |
| "is_base_reference": "", |
| "notes": "", |
| "rank_by_local_macro": "" |
| }, |
| { |
| "version": "V19", |
| "model_name": "rf_et_v16_plus_weak_class_robustness", |
| "local_macro_f1": "", |
| "local_micro_f1": "", |
| "public_lb_score": "", |
| "status": "planned-not-run", |
| "recommendation": "planned", |
| "is_base_reference": "", |
| "notes": "", |
| "rank_by_local_macro": "" |
| }, |
| { |
| "version": "V20", |
| "model_name": "rf_et_v16_core_plus_validated_merge_light_oop", |
| "local_macro_f1": "", |
| "local_micro_f1": "", |
| "public_lb_score": "", |
| "status": "planned-not-run", |
| "recommendation": "planned", |
| "is_base_reference": "", |
| "notes": "", |
| "rank_by_local_macro": "" |
| }, |
| { |
| "version": "V22", |
| "model_name": "rf_et_v16_plus_time_windowed_augmentation", |
| "local_macro_f1": "", |
| "local_micro_f1": "", |
| "public_lb_score": "", |
| "status": "planned-not-run", |
| "recommendation": "planned", |
| "is_base_reference": "", |
| "notes": "", |
| "rank_by_local_macro": "" |
| }, |
| { |
| "version": "V23", |
| "model_name": "rf_et_v16_plus_error_driven_feature_pruning", |
| "local_macro_f1": "", |
| "local_micro_f1": "", |
| "public_lb_score": "", |
| "status": "planned-not-run", |
| "recommendation": "planned", |
| "is_base_reference": "", |
| "notes": "", |
| "rank_by_local_macro": "" |
| }, |
| { |
| "version": "V25", |
| "model_name": "rf_et_final_hardening_submission_integrity", |
| "local_macro_f1": "", |
| "local_micro_f1": "", |
| "public_lb_score": "", |
| "status": "planned-not-run", |
| "recommendation": "planned", |
| "is_base_reference": "", |
| "notes": "", |
| "rank_by_local_macro": "" |
| }, |
| { |
| "version": "V29", |
| "model_name": "rf_et_v16_base_plus_cnn_feature_fusion", |
| "local_macro_f1": "", |
| "local_micro_f1": "", |
| "public_lb_score": "", |
| "status": "planned-not-run", |
| "recommendation": "planned", |
| "is_base_reference": "", |
| "notes": "added tracker row for V29; awaiting local/leaderboard score", |
| "rank_by_local_macro": "" |
| }, |
| { |
| "version": "V30", |
| "model_name": "v16_base_plus_cnn_fusion_with_learning_decision_logging", |
| "local_macro_f1": "", |
| "local_micro_f1": "", |
| "public_lb_score": "", |
| "status": "planned-not-run", |
| "recommendation": "planned", |
| "is_base_reference": "", |
| "notes": "auto-added at version creation (discipline rule)", |
| "rank_by_local_macro": "" |
| }, |
| { |
| "version": "V31", |
| "model_name": "v16_base_plus_v31_hpss_delta_tempo_fusion", |
| "local_macro_f1": "", |
| "local_micro_f1": "", |
| "public_lb_score": "", |
| "status": "planned-not-run", |
| "recommendation": "planned", |
| "is_base_reference": "", |
| "notes": "V31 created with HPSS+delta+tempo feature engineering; demo output saved in reports/v31_demo_feature_output.json", |
| "rank_by_local_macro": "" |
| } |
| ] |
