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212 | 212 | "pot": { |
213 | 213 | "EfficientNet-V2-S": 0.711, |
214 | 214 | "MobileNet-V3-large-1x": 0.692, |
215 | | - "EfficientNet-B0": 0.808 |
| 215 | + "EfficientNet-B0": 0.725 |
216 | 216 | } |
217 | 217 | }, |
218 | 218 | "multi_label": { |
|
244 | 244 | }, |
245 | 245 | "h_label": { |
246 | 246 | "train": { |
247 | | - "EfficientNet-V2-S": 0.714, |
248 | | - "MobileNet-V3-large-1x": 0.647, |
249 | | - "EfficientNet-B0": 0.742 |
| 247 | + "EfficientNet-V2-S": 0.602, |
| 248 | + "MobileNet-V3-large-1x": 0.547, |
| 249 | + "EfficientNet-B0": 0.636 |
250 | 250 | }, |
251 | 251 | "export": { |
252 | | - "EfficientNet-V2-S": 0.714, |
253 | | - "MobileNet-V3-large-1x": 0.647, |
254 | | - "EfficientNet-B0": 0.742 |
| 252 | + "EfficientNet-V2-S": 0.602, |
| 253 | + "MobileNet-V3-large-1x": 0.547, |
| 254 | + "EfficientNet-B0": 0.636 |
255 | 255 | }, |
256 | 256 | "deploy": { |
257 | | - "EfficientNet-V2-S": 0.714, |
258 | | - "MobileNet-V3-large-1x": 0.647, |
259 | | - "EfficientNet-B0": 0.742 |
| 257 | + "EfficientNet-V2-S": 0.602, |
| 258 | + "MobileNet-V3-large-1x": 0.547, |
| 259 | + "EfficientNet-B0": 0.636 |
260 | 260 | }, |
261 | 261 | "nncf": { |
262 | | - "EfficientNet-V2-S": 0.731, |
| 262 | + "EfficientNet-V2-S": 0.594, |
263 | 263 | "MobileNet-V3-large-1x": 0.622, |
264 | | - "EfficientNet-B0": 0.758 |
| 264 | + "EfficientNet-B0": 0.638 |
265 | 265 | }, |
266 | 266 | "pot": { |
267 | | - "EfficientNet-V2-S": 0.653, |
268 | | - "MobileNet-V3-large-1x": 0.633, |
269 | | - "EfficientNet-B0": 0.739 |
| 267 | + "EfficientNet-V2-S": 0.577, |
| 268 | + "MobileNet-V3-large-1x": 0.472, |
| 269 | + "EfficientNet-B0": 0.605 |
270 | 270 | } |
271 | 271 | }, |
272 | 272 | "supcon": { |
|
401 | 401 | "supervised": { |
402 | 402 | "multi_class": { |
403 | 403 | "train": { |
404 | | - "Lite-HRNet-s-mod2": 0.787, |
405 | | - "Lite-HRNet-18-mod2": 0.808, |
| 404 | + "Lite-HRNet-s-mod2": 0.636, |
| 405 | + "Lite-HRNet-18-mod2": 0.692, |
406 | 406 | "Lite-HRNet-18": 0.801, |
407 | | - "Lite-HRNet-x-mod3": 0.795 |
| 407 | + "Lite-HRNet-x-mod3": 0.693 |
408 | 408 | }, |
409 | 409 | "export": { |
410 | | - "Lite-HRNet-s-mod2": 0.786, |
411 | | - "Lite-HRNet-18-mod2": 0.808, |
| 410 | + "Lite-HRNet-s-mod2": 0.636, |
| 411 | + "Lite-HRNet-18-mod2": 0.691, |
412 | 412 | "Lite-HRNet-18": 0.8, |
413 | | - "Lite-HRNet-x-mod3": 0.795 |
| 413 | + "Lite-HRNet-x-mod3": 0.692 |
414 | 414 | }, |
415 | 415 | "deploy": { |
416 | | - "Lite-HRNet-s-mod2": 0.786, |
417 | | - "Lite-HRNet-18-mod2": 0.808, |
| 416 | + "Lite-HRNet-s-mod2": 0.636, |
| 417 | + "Lite-HRNet-18-mod2": 0.691, |
418 | 418 | "Lite-HRNet-18": 0.8, |
419 | | - "Lite-HRNet-x-mod3": 0.795 |
| 419 | + "Lite-HRNet-x-mod3": 0.692 |
420 | 420 | }, |
421 | 421 | "nncf": { |
422 | | - "Lite-HRNet-s-mod2": 0.787, |
423 | | - "Lite-HRNet-18-mod2": 0.8, |
| 422 | + "Lite-HRNet-s-mod2": 0.678, |
| 423 | + "Lite-HRNet-18-mod2": 0.707, |
424 | 424 | "Lite-HRNet-18": 0.79, |
425 | | - "Lite-HRNet-x-mod3": 0.779 |
| 425 | + "Lite-HRNet-x-mod3": 0.668 |
426 | 426 | }, |
427 | 427 | "pot": { |
428 | 428 | "Lite-HRNet-s-mod2": 0.725, |
429 | | - "Lite-HRNet-18-mod2": 0.087, |
430 | | - "Lite-HRNet-18": 0.302, |
| 429 | + "Lite-HRNet-18-mod2": 0.269, |
| 430 | + "Lite-HRNet-18": 0.115, |
431 | 431 | "Lite-HRNet-x-mod3": 0.041 |
432 | 432 | } |
433 | 433 | }, |
|
443 | 443 | "class_incr": { |
444 | 444 | "multi_class": { |
445 | 445 | "train": { |
446 | | - "Lite-HRNet-s-mod2": 0.792, |
| 446 | + "Lite-HRNet-s-mod2": 0.660, |
447 | 447 | "Lite-HRNet-18-mod2": 0.768, |
448 | | - "Lite-HRNet-18": 0.795, |
449 | | - "Lite-HRNet-x-mod3": 0.805 |
| 448 | + "Lite-HRNet-18": 0.669, |
| 449 | + "Lite-HRNet-x-mod3": 0.712 |
450 | 450 | } |
451 | 451 | } |
452 | 452 | }, |
453 | 453 | "semi_supervised": { |
454 | 454 | "multi_class": { |
455 | 455 | "train": { |
456 | | - "Lite-HRNet-s-mod2": 0.818, |
457 | | - "Lite-HRNet-18-mod2": 0.837, |
458 | | - "Lite-HRNet-18": 0.833, |
| 456 | + "Lite-HRNet-s-mod2": 0.681, |
| 457 | + "Lite-HRNet-18-mod2": 0.696, |
| 458 | + "Lite-HRNet-18": 0.742, |
459 | 459 | "Lite-HRNet-x-mod3": 0.802 |
460 | 460 | } |
461 | 461 | } |
|
1498 | 1498 | "supervised": { |
1499 | 1499 | "multi_class": { |
1500 | 1500 | "train": { |
1501 | | - "EfficientNet-V2-S": 93.257, |
| 1501 | + "EfficientNet-V2-S": 141.137, |
1502 | 1502 | "MobileNet-V3-large-1x": 72.732, |
1503 | | - "EfficientNet-B0": 70.02 |
| 1503 | + "EfficientNet-B0": 82.521 |
1504 | 1504 | } |
1505 | 1505 | }, |
1506 | 1506 | "multi_label": { |
1507 | 1507 | "train": { |
1508 | | - "EfficientNet-V2-S": 163.202, |
1509 | | - "MobileNet-V3-large-1x": 148.559, |
1510 | | - "EfficientNet-B0": 144.651 |
| 1508 | + "EfficientNet-V2-S": 214.508, |
| 1509 | + "MobileNet-V3-large-1x": 185.442, |
| 1510 | + "EfficientNet-B0": 187.332 |
1511 | 1511 | } |
1512 | 1512 | }, |
1513 | 1513 | "h_label": { |
1514 | 1514 | "train": { |
1515 | | - "EfficientNet-V2-S": 92.564, |
| 1515 | + "EfficientNet-V2-S": 149.627, |
1516 | 1516 | "MobileNet-V3-large-1x": 76.041, |
1517 | | - "EfficientNet-B0": 73.195 |
| 1517 | + "EfficientNet-B0": 87.159 |
1518 | 1518 | } |
1519 | 1519 | }, |
1520 | 1520 | "supcon": { |
1521 | 1521 | "train": { |
1522 | | - "EfficientNet-V2-S": 122.369, |
1523 | | - "MobileNet-V3-large-1x": 115.94, |
1524 | | - "EfficientNet-B0": 105.109 |
| 1522 | + "EfficientNet-V2-S": 136.036, |
| 1523 | + "MobileNet-V3-large-1x": 134.635, |
| 1524 | + "EfficientNet-B0": 124.474 |
1525 | 1525 | } |
1526 | 1526 | } |
1527 | 1527 | }, |
1528 | 1528 | "class_incr": { |
1529 | 1529 | "multi_class": { |
1530 | 1530 | "train": { |
1531 | | - "EfficientNet-V2-S": 106.703, |
| 1531 | + "EfficientNet-V2-S": 141.137, |
1532 | 1532 | "MobileNet-V3-large-1x": 80.603, |
1533 | | - "EfficientNet-B0": 74.543 |
| 1533 | + "EfficientNet-B0": 82.521 |
1534 | 1534 | } |
1535 | 1535 | }, |
1536 | 1536 | "multi_label": { |
1537 | 1537 | "train": { |
1538 | | - "EfficientNet-V2-S": 179.346, |
1539 | | - "MobileNet-V3-large-1x": 163.404, |
1540 | | - "EfficientNet-B0": 163.371 |
| 1538 | + "EfficientNet-V2-S": 214.508, |
| 1539 | + "MobileNet-V3-large-1x": 185.442, |
| 1540 | + "EfficientNet-B0": 187.332 |
1541 | 1541 | } |
1542 | 1542 | }, |
1543 | 1543 | "h_label": { |
|
1560 | 1560 | "self_supervised": { |
1561 | 1561 | "multi_class": { |
1562 | 1562 | "train": { |
1563 | | - "EfficientNet-V2-S": 34.063, |
1564 | | - "MobileNet-V3-large-1x": 27.925, |
1565 | | - "EfficientNet-B0": 27.623 |
| 1563 | + "EfficientNet-V2-S": 141.137, |
| 1564 | + "MobileNet-V3-large-1x": 72.239, |
| 1565 | + "EfficientNet-B0": 82.521 |
1566 | 1566 | } |
1567 | 1567 | } |
1568 | 1568 | } |
|
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