{ "Nemotron-7B (SFT + GRPO, Manus Teacher)": { "n_predictions": 342, "n_observations": 1540, "decay_curve": [ { "horizon": 1, "ic": 0.15133705937535044, "p_value": 0.0027323239570524877, "n": 390 }, { "horizon": 2, "ic": 0.11839899617543623, "p_value": 0.02368422189685372, "n": 365 }, { "horizon": 5, "ic": 0.15673166826769214, "p_value": 0.005605587004974826, "n": 311 }, { "horizon": 10, "ic": 0.16016765774371008, "p_value": 0.008372760788665752, "n": 270 }, { "horizon": 20, "ic": 0.1585737792001657, "p_value": 0.023492936952148647, "n": 204 } ], "direction_accuracy_5d": { "accuracy": 0.5862068965517241, "n": 261 } }, "Nemotron-7B (Best-of-4 SFT, Manus Teacher)": { "n_predictions": 258, "n_observations": 938, "decay_curve": [ { "horizon": 1, "ic": 0.04071017789473223, "p_value": 0.5276492216130347, "n": 243 }, { "horizon": 2, "ic": 0.21653544398711053, "p_value": 0.000999127506884105, "n": 228 }, { "horizon": 5, "ic": 0.13896370904672078, "p_value": 0.060641815758503324, "n": 183 }, { "horizon": 10, "ic": 0.016262804153897626, "p_value": 0.8382670785659257, "n": 160 }, { "horizon": 20, "ic": 0.12993920429930514, "p_value": 0.15032248859824535, "n": 124 } ], "direction_accuracy_5d": { "accuracy": 0.5510204081632653, "n": 147 } }, "Nemotron-7B (SFT + DPO, Manus Teacher)": { "n_predictions": 340, "n_observations": 1444, "decay_curve": [ { "horizon": 1, "ic": 0.06305758987524085, "p_value": 0.2333434405036308, "n": 359 }, { "horizon": 2, "ic": 0.05997507359090778, "p_value": 0.272250882135017, "n": 337 }, { "horizon": 5, "ic": 0.06980694232032451, "p_value": 0.22957425133553674, "n": 298 }, { "horizon": 10, "ic": 0.07728259750345057, "p_value": 0.21512915006209438, "n": 259 }, { "horizon": 20, "ic": 0.13642872220850605, "p_value": 0.05984764039311204, "n": 191 } ], "direction_accuracy_5d": { "accuracy": 0.5656108597285068, "n": 221 } }, "Nemotron-7B (SFT + Thinking, Manus Teacher)": { "n_predictions": 363, "n_observations": 6688, "decay_curve": [ { "horizon": 1, "ic": -0.023466446987174896, "p_value": 0.3028239493498633, "n": 1930 }, { "horizon": 2, "ic": 0.025401578358725915, "p_value": 0.30674052833540394, "n": 1621 }, { "horizon": 5, "ic": -0.010029340325530633, "p_value": 0.7199848544445703, "n": 1280 }, { "horizon": 10, "ic": 0.0483803712312681, "p_value": 0.11458139253150973, "n": 1065 }, { "horizon": 20, "ic": 0.08981157990172253, "p_value": 0.011450491212911315, "n": 792 } ], "direction_accuracy_5d": { "accuracy": 0.518025078369906, "n": 1276 } }, "Nemotron-7B (SFT + Bearish, Manus Teacher)": { "n_predictions": 405, "n_observations": 7704, "decay_curve": [ { "horizon": 1, "ic": -0.06004980972308451, "p_value": 0.004522103780931757, "n": 2234 }, { "horizon": 2, "ic": -0.06364464371955256, "p_value": 0.005680583716863656, "n": 1887 }, { "horizon": 5, "ic": -0.09414103682583536, "p_value": 0.0002598442555052048, "n": 1501 }, { "horizon": 10, "ic": 0.0410165813555311, "p_value": 0.15441259574325564, "n": 1207 }, { "horizon": 20, "ic": 0.10274480416130091, "p_value": 0.0023427591148939392, "n": 875 } ], "direction_accuracy_5d": { "accuracy": 0.48130841121495327, "n": 1498 } }, "Nemotron-7B (SFT, Manus Teacher)": { "n_predictions": 388, "n_observations": 3265, "decay_curve": [ { "horizon": 1, "ic": 0.03183775000348284, "p_value": 0.36430795464818033, "n": 814 }, { "horizon": 2, "ic": 0.03171656860131455, "p_value": 0.38542529940549464, "n": 751 }, { "horizon": 5, "ic": 0.07449665928589075, "p_value": 0.051820262349632655, "n": 682 }, { "horizon": 10, "ic": 0.12812259772393858, "p_value": 0.001954608091266253, "n": 582 }, { "horizon": 20, "ic": 0.13577796817862944, "p_value": 0.004509206112266428, "n": 436 } ], "direction_accuracy_5d": { "accuracy": 0.5293233082706766, "n": 665 } }, "Nemotron-7B (SFT, GPT-5.5 Teacher)": { "n_predictions": 311, "n_observations": 2236, "decay_curve": [ { "horizon": 1, "ic": -0.012449958147774658, "p_value": 0.7532489491651047, "n": 640 }, { "horizon": 2, "ic": 0.04937556372078573, "p_value": 0.25649298900834255, "n": 530 }, { "horizon": 5, "ic": 0.0694607041997462, "p_value": 0.15631124648713524, "n": 418 }, { "horizon": 10, "ic": 0.09092840152484534, "p_value": 0.0778496001130096, "n": 377 }, { "horizon": 20, "ic": 0.0997090126631559, "p_value": 0.10143955322543599, "n": 271 } ], "direction_accuracy_5d": { "accuracy": 0.5456730769230769, "n": 416 } }, "Nemotron-7B (SFT + GRPO, GPT-5.5 Teacher)": { "n_predictions": 321, "n_observations": 2333, "decay_curve": [ { "horizon": 1, "ic": -0.059233100334789464, "p_value": 0.12252486835804242, "n": 681 }, { "horizon": 2, "ic": -0.04442037171246653, "p_value": 0.2846862335515659, "n": 582 }, { "horizon": 5, "ic": 0.0462351420377592, "p_value": 0.316687090194408, "n": 471 }, { "horizon": 10, "ic": 0.09465903779557103, "p_value": 0.07364898626683457, "n": 358 }, { "horizon": 20, "ic": 0.0026168814674867595, "p_value": 0.9677632450224569, "n": 241 } ], "direction_accuracy_5d": { "accuracy": 0.5415778251599147, "n": 469 } }, "Manus (Teacher, Direct)": { "n_predictions": 421, "n_observations": 4465, "decay_curve": [ { "horizon": 1, "ic": 0.07520290575431239, "p_value": 0.013135444929827307, "n": 1087 }, { "horizon": 2, "ic": 0.07286858827054352, "p_value": 0.019459523257903594, "n": 1028 }, { "horizon": 5, "ic": 0.049940940375474994, "p_value": 0.12340206367824198, "n": 953 }, { "horizon": 10, "ic": -0.08302792201906682, "p_value": 0.018249333711449746, "n": 808 }, { "horizon": 20, "ic": -0.05719640354421617, "p_value": 0.16565403855865118, "n": 589 } ], "direction_accuracy_5d": { "accuracy": 0.5453488372093023, "n": 860 } }, "GPT-5.5 (Teacher, Direct)": { "n_predictions": 421, "n_observations": 786, "decay_curve": [ { "horizon": 1, "ic": 0.22341486850535283, "p_value": 0.0010269317091460065, "n": 213 }, { "horizon": 2, "ic": 0.16379795800127228, "p_value": 0.02079235834676979, "n": 199 }, { "horizon": 5, "ic": 0.06197806591113748, "p_value": 0.4006963654412396, "n": 186 }, { "horizon": 10, "ic": -0.03621800696767055, "p_value": 0.6801262930580105, "n": 132 }, { "horizon": 20, "ic": 0.052385851150254126, "p_value": 0.7013924221150697, "n": 56 } ], "direction_accuracy_5d": { "accuracy": 0.725, "n": 160 } }, "Nemotron-7B (Base, No Fine-Tuning)": { "n_predictions": 278, "n_observations": 2539, "decay_curve": [ { "horizon": 1, "ic": -0.12450125217808267, "p_value": 0.0005915450558105003, "n": 758 }, { "horizon": 2, "ic": -0.017953408844330117, "p_value": 0.6557354377722434, "n": 619 }, { "horizon": 5, "ic": -0.10723387476125326, "p_value": 0.015608197712822108, "n": 508 }, { "horizon": 10, "ic": -0.009266803005239055, "p_value": 0.8572991005825865, "n": 379 }, { "horizon": 20, "ic": 0.08551424811314301, "p_value": 0.15729563140518094, "n": 275 } ], "direction_accuracy_5d": { "accuracy": 0.5531496062992126, "n": 508 } }, "Nemotron-14B (Base, No Fine-Tuning)": { "n_predictions": 389, "n_observations": 4438, "decay_curve": [ { "horizon": 1, "ic": -0.1273644649387756, "p_value": 4.733436207654943e-06, "n": 1283 }, { "horizon": 2, "ic": -0.10074822966768027, "p_value": 0.001021218531663946, "n": 1060 }, { "horizon": 5, "ic": -0.07181355454160375, "p_value": 0.03357021319509315, "n": 876 }, { "horizon": 10, "ic": 0.05476606382334482, "p_value": 0.14922528546860614, "n": 695 }, { "horizon": 20, "ic": 0.09434363317195438, "p_value": 0.030828052680672444, "n": 524 } ], "direction_accuracy_5d": { "accuracy": 0.49336550060313633, "n": 829 } }, "Nemotron-32B (Base, No Fine-Tuning)": { "n_predictions": 416, "n_observations": 5791, "decay_curve": [ { "horizon": 1, "ic": -0.0930898472112231, "p_value": 9.622608795803237e-05, "n": 1750 }, { "horizon": 2, "ic": -0.012070648554869624, "p_value": 0.6493731737991248, "n": 1421 }, { "horizon": 5, "ic": 0.02585212403158173, "p_value": 0.3931880030191568, "n": 1093 }, { "horizon": 10, "ic": 0.03609213312411273, "p_value": 0.2840260403108237, "n": 883 }, { "horizon": 20, "ic": 0.08442602950404149, "p_value": 0.03218094587377862, "n": 644 } ], "direction_accuracy_5d": { "accuracy": 0.5199619771863118, "n": 1052 } } }