Upload folder using huggingface_hub
Browse files- llmtf_eval_k5/daru_treewayabstractive.jsonl +2 -2
- llmtf_eval_k5/daru_treewayabstractive_total.jsonl +3 -3
- llmtf_eval_k5/darumeru_MultiQ.jsonl +2 -2
- llmtf_eval_k5/darumeru_MultiQ_total.jsonl +3 -3
- llmtf_eval_k5/darumeru_USE.jsonl +2 -2
- llmtf_eval_k5/darumeru_USE_total.jsonl +2 -2
- llmtf_eval_k5/darumeru_cp_para_en.jsonl +0 -0
- llmtf_eval_k5/darumeru_cp_para_en_total.jsonl +4 -4
- llmtf_eval_k5/darumeru_cp_para_ru.jsonl +0 -0
- llmtf_eval_k5/darumeru_cp_para_ru_total.jsonl +4 -4
- llmtf_eval_k5/darumeru_cp_sent_en.jsonl +0 -0
- llmtf_eval_k5/darumeru_cp_sent_en_total.jsonl +4 -4
- llmtf_eval_k5/darumeru_cp_sent_ru.jsonl +0 -0
- llmtf_eval_k5/darumeru_cp_sent_ru_total.jsonl +4 -4
- llmtf_eval_k5/evaluation_log.txt +273 -0
- llmtf_eval_k5/evaluation_results.txt +1 -1
llmtf_eval_k5/daru_treewayabstractive.jsonl
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d93db6d5f2e0beb71e93b3c3e9f9efa49e96cd5f297e2724f773fdc9e8f5fa05
|
| 3 |
+
size 13299733
|
llmtf_eval_k5/daru_treewayabstractive_total.jsonl
CHANGED
|
@@ -1,8 +1,8 @@
|
|
| 1 |
{
|
| 2 |
"task_name": "daru/treewayabstractive",
|
| 3 |
"results": {
|
| 4 |
-
"rouge1": 0.
|
| 5 |
-
"rouge2": 0.
|
| 6 |
},
|
| 7 |
-
"leaderboard_result": 0.
|
| 8 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"task_name": "daru/treewayabstractive",
|
| 3 |
"results": {
|
| 4 |
+
"rouge1": 0.3516549334515103,
|
| 5 |
+
"rouge2": 0.1390946104887656
|
| 6 |
},
|
| 7 |
+
"leaderboard_result": 0.24537477197013793
|
| 8 |
}
|
llmtf_eval_k5/darumeru_MultiQ.jsonl
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bdde30c01033edbb6b8a4dd39e123b5d19e7b5432f085684a3f04c89d1869639
|
| 3 |
+
size 21502442
|
llmtf_eval_k5/darumeru_MultiQ_total.jsonl
CHANGED
|
@@ -1,8 +1,8 @@
|
|
| 1 |
{
|
| 2 |
"task_name": "darumeru/MultiQ",
|
| 3 |
"results": {
|
| 4 |
-
"f1": 0.
|
| 5 |
-
"em": 0.
|
| 6 |
},
|
| 7 |
-
"leaderboard_result": 0.
|
| 8 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"task_name": "darumeru/MultiQ",
|
| 3 |
"results": {
|
| 4 |
+
"f1": 0.5648542039178045,
|
| 5 |
+
"em": 0.4608030592734226
|
| 6 |
},
|
| 7 |
+
"leaderboard_result": 0.5128286315956135
|
| 8 |
}
|
llmtf_eval_k5/darumeru_USE.jsonl
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c16bd4cce409dfb12a2777c79864985ae9fccf8a693744e58be09168abb6f45c
|
| 3 |
+
size 10593793
|
llmtf_eval_k5/darumeru_USE_total.jsonl
CHANGED
|
@@ -1,7 +1,7 @@
|
|
| 1 |
{
|
| 2 |
"task_name": "darumeru/USE",
|
| 3 |
"results": {
|
| 4 |
-
"grade_norm": 0.
|
| 5 |
},
|
| 6 |
-
"leaderboard_result": 0.
|
| 7 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"task_name": "darumeru/USE",
|
| 3 |
"results": {
|
| 4 |
+
"grade_norm": 0.10588235294117647
|
| 5 |
},
|
| 6 |
+
"leaderboard_result": 0.10588235294117647
|
| 7 |
}
|
llmtf_eval_k5/darumeru_cp_para_en.jsonl
CHANGED
|
The diff for this file is too large to render.
See raw diff
|
|
|
llmtf_eval_k5/darumeru_cp_para_en_total.jsonl
CHANGED
|
@@ -1,9 +1,9 @@
|
|
| 1 |
{
|
| 2 |
"task_name": "darumeru/cp_para_en",
|
| 3 |
"results": {
|
| 4 |
-
"symbol_per_token": 4.
|
| 5 |
-
"len": 0.
|
| 6 |
-
"lcs": 0.
|
| 7 |
},
|
| 8 |
-
"leaderboard_result": 0.
|
| 9 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"task_name": "darumeru/cp_para_en",
|
| 3 |
"results": {
|
| 4 |
+
"symbol_per_token": 4.528028725817485,
|
| 5 |
+
"len": 0.9872908812117563,
|
| 6 |
+
"lcs": 0.9883058202112522
|
| 7 |
},
|
| 8 |
+
"leaderboard_result": 0.9883058202112522
|
| 9 |
}
|
llmtf_eval_k5/darumeru_cp_para_ru.jsonl
CHANGED
|
The diff for this file is too large to render.
See raw diff
|
|
|
llmtf_eval_k5/darumeru_cp_para_ru_total.jsonl
CHANGED
|
@@ -1,9 +1,9 @@
|
|
| 1 |
{
|
| 2 |
"task_name": "darumeru/cp_para_ru",
|
| 3 |
"results": {
|
| 4 |
-
"symbol_per_token": 2.
|
| 5 |
-
"len": 0.
|
| 6 |
-
"lcs": 0.
|
| 7 |
},
|
| 8 |
-
"leaderboard_result": 0.
|
| 9 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"task_name": "darumeru/cp_para_ru",
|
| 3 |
"results": {
|
| 4 |
+
"symbol_per_token": 2.9865072713630245,
|
| 5 |
+
"len": 0.989199175688307,
|
| 6 |
+
"lcs": 0.9976086956521739
|
| 7 |
},
|
| 8 |
+
"leaderboard_result": 0.9976086956521739
|
| 9 |
}
|
llmtf_eval_k5/darumeru_cp_sent_en.jsonl
CHANGED
|
The diff for this file is too large to render.
See raw diff
|
|
|
llmtf_eval_k5/darumeru_cp_sent_en_total.jsonl
CHANGED
|
@@ -1,9 +1,9 @@
|
|
| 1 |
{
|
| 2 |
"task_name": "darumeru/cp_sent_en",
|
| 3 |
"results": {
|
| 4 |
-
"symbol_per_token": 4.
|
| 5 |
-
"len": 0.
|
| 6 |
-
"lcs": 0.
|
| 7 |
},
|
| 8 |
-
"leaderboard_result": 0.
|
| 9 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"task_name": "darumeru/cp_sent_en",
|
| 3 |
"results": {
|
| 4 |
+
"symbol_per_token": 4.556837515131998,
|
| 5 |
+
"len": 0.9592170801454492,
|
| 6 |
+
"lcs": 0.9978536640150768
|
| 7 |
},
|
| 8 |
+
"leaderboard_result": 0.9592170801454492
|
| 9 |
}
|
llmtf_eval_k5/darumeru_cp_sent_ru.jsonl
CHANGED
|
The diff for this file is too large to render.
See raw diff
|
|
|
llmtf_eval_k5/darumeru_cp_sent_ru_total.jsonl
CHANGED
|
@@ -1,9 +1,9 @@
|
|
| 1 |
{
|
| 2 |
"task_name": "darumeru/cp_sent_ru",
|
| 3 |
"results": {
|
| 4 |
-
"symbol_per_token": 2.
|
| 5 |
-
"len": 0.
|
| 6 |
-
"lcs": 0.
|
| 7 |
},
|
| 8 |
-
"leaderboard_result": 0.
|
| 9 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"task_name": "darumeru/cp_sent_ru",
|
| 3 |
"results": {
|
| 4 |
+
"symbol_per_token": 2.886186230509937,
|
| 5 |
+
"len": 0.9638393987832617,
|
| 6 |
+
"lcs": 0.9997711394078869
|
| 7 |
},
|
| 8 |
+
"leaderboard_result": 0.9638393987832617
|
| 9 |
}
|
llmtf_eval_k5/evaluation_log.txt
CHANGED
|
@@ -623,3 +623,276 @@ INFO: 2024-07-14 12:29:54,874: llmtf.base.evaluator: Ended eval
|
|
| 623 |
INFO: 2024-07-14 12:29:54,887: llmtf.base.evaluator:
|
| 624 |
mean daru/treewayabstractive daru/treewayextractive darumeru/MultiQ darumeru/PARus darumeru/RCB darumeru/RWSD darumeru/USE darumeru/cp_para_en darumeru/cp_para_ru darumeru/cp_sent_en darumeru/cp_sent_ru darumeru/ruMMLU darumeru/ruOpenBookQA darumeru/ruTiE darumeru/ruWorldTree nlpcoreteam/enMMLU nlpcoreteam/ruMMLU russiannlp/rucola_custom
|
| 625 |
0.621 0.251 0.407 0.517 0.770 0.412 0.490 0.102 0.988 0.996 0.998 1.000 0.500 0.707 0.421 0.836 0.680 0.566 0.542
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 623 |
INFO: 2024-07-14 12:29:54,887: llmtf.base.evaluator:
|
| 624 |
mean daru/treewayabstractive daru/treewayextractive darumeru/MultiQ darumeru/PARus darumeru/RCB darumeru/RWSD darumeru/USE darumeru/cp_para_en darumeru/cp_para_ru darumeru/cp_sent_en darumeru/cp_sent_ru darumeru/ruMMLU darumeru/ruOpenBookQA darumeru/ruTiE darumeru/ruWorldTree nlpcoreteam/enMMLU nlpcoreteam/ruMMLU russiannlp/rucola_custom
|
| 625 |
0.621 0.251 0.407 0.517 0.770 0.412 0.490 0.102 0.988 0.996 0.998 1.000 0.500 0.707 0.421 0.836 0.680 0.566 0.542
|
| 626 |
+
INFO: 2024-07-14 14:12:57,969: llmtf.base.evaluator: Starting eval on ['darumeru/multiq', 'darumeru/parus', 'darumeru/rcb', 'darumeru/ruopenbookqa', 'darumeru/rutie', 'darumeru/ruworldtree', 'darumeru/rwsd', 'darumeru/use', 'russiannlp/rucola_custom']
|
| 627 |
+
INFO: 2024-07-14 14:12:57,971: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 198, 271]
|
| 628 |
+
INFO: 2024-07-14 14:12:57,971: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
|
| 629 |
+
INFO: 2024-07-14 14:12:58,529: llmtf.base.evaluator: Starting eval on ['darumeru/rummlu']
|
| 630 |
+
INFO: 2024-07-14 14:12:58,529: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 198, 271]
|
| 631 |
+
INFO: 2024-07-14 14:12:58,529: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
|
| 632 |
+
INFO: 2024-07-14 14:12:59,265: llmtf.base.evaluator: Starting eval on ['nlpcoreteam/rummlu']
|
| 633 |
+
INFO: 2024-07-14 14:12:59,266: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 198, 271]
|
| 634 |
+
INFO: 2024-07-14 14:12:59,266: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
|
| 635 |
+
INFO: 2024-07-14 14:13:01,346: llmtf.base.evaluator: Starting eval on ['nlpcoreteam/enmmlu']
|
| 636 |
+
INFO: 2024-07-14 14:13:01,347: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 198, 271]
|
| 637 |
+
INFO: 2024-07-14 14:13:01,347: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
|
| 638 |
+
INFO: 2024-07-14 14:13:04,501: llmtf.base.evaluator: Starting eval on ['daru/treewayabstractive']
|
| 639 |
+
INFO: 2024-07-14 14:13:04,501: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 198, 271]
|
| 640 |
+
INFO: 2024-07-14 14:13:04,501: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
|
| 641 |
+
INFO: 2024-07-14 14:13:05,549: llmtf.base.evaluator: Starting eval on ['daru/treewayextractive']
|
| 642 |
+
INFO: 2024-07-14 14:13:05,549: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 198, 271]
|
| 643 |
+
INFO: 2024-07-14 14:13:05,549: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
|
| 644 |
+
INFO: 2024-07-14 14:13:07,592: llmtf.base.evaluator: Starting eval on ['darumeru/cp_sent_ru', 'darumeru/cp_sent_en', 'darumeru/cp_para_ru', 'darumeru/cp_para_en']
|
| 645 |
+
INFO: 2024-07-14 14:13:07,592: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 198, 271]
|
| 646 |
+
INFO: 2024-07-14 14:13:07,592: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
|
| 647 |
+
INFO: 2024-07-14 14:13:12,035: llmtf.base.darumeru/cp_sent_ru: Loading Dataset: 4.44s
|
| 648 |
+
INFO: 2024-07-14 14:13:17,777: llmtf.base.daru/treewayextractive: Loading Dataset: 12.23s
|
| 649 |
+
INFO: 2024-07-14 14:13:18,790: llmtf.base.darumeru/MultiQ: Loading Dataset: 20.82s
|
| 650 |
+
INFO: 2024-07-14 14:13:21,041: llmtf.base.daru/treewayabstractive: Loading Dataset: 16.54s
|
| 651 |
+
INFO: 2024-07-14 14:14:23,369: llmtf.base.darumeru/ruMMLU: Loading Dataset: 84.84s
|
| 652 |
+
INFO: 2024-07-14 14:16:24,369: llmtf.base.nlpcoreteam/enMMLU: Loading Dataset: 203.02s
|
| 653 |
+
INFO: 2024-07-14 14:17:09,995: llmtf.base.nlpcoreteam/ruMMLU: Loading Dataset: 250.73s
|
| 654 |
+
INFO: 2024-07-14 14:19:20,099: llmtf.base.darumeru/MultiQ: Processing Dataset: 361.28s
|
| 655 |
+
INFO: 2024-07-14 14:19:20,100: llmtf.base.darumeru/MultiQ: Results for darumeru/MultiQ:
|
| 656 |
+
INFO: 2024-07-14 14:19:20,106: llmtf.base.darumeru/MultiQ: {'f1': 0.5648542039178045, 'em': 0.4608030592734226}
|
| 657 |
+
INFO: 2024-07-14 14:19:20,117: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 198, 271]
|
| 658 |
+
INFO: 2024-07-14 14:19:20,117: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
|
| 659 |
+
INFO: 2024-07-14 14:19:23,169: llmtf.base.darumeru/PARus: Loading Dataset: 3.05s
|
| 660 |
+
INFO: 2024-07-14 14:19:35,315: llmtf.base.darumeru/PARus: Processing Dataset: 12.09s
|
| 661 |
+
INFO: 2024-07-14 14:19:35,318: llmtf.base.darumeru/PARus: Results for darumeru/PARus:
|
| 662 |
+
INFO: 2024-07-14 14:19:35,332: llmtf.base.darumeru/PARus: {'acc': 0.77}
|
| 663 |
+
INFO: 2024-07-14 14:19:35,333: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 198, 271]
|
| 664 |
+
INFO: 2024-07-14 14:19:35,334: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
|
| 665 |
+
INFO: 2024-07-14 14:19:39,019: llmtf.base.darumeru/cp_sent_ru: Processing Dataset: 386.98s
|
| 666 |
+
INFO: 2024-07-14 14:19:39,021: llmtf.base.darumeru/cp_sent_ru: Results for darumeru/cp_sent_ru:
|
| 667 |
+
INFO: 2024-07-14 14:19:39,026: llmtf.base.darumeru/cp_sent_ru: {'symbol_per_token': 2.886186230509937, 'len': 0.9638393987832617, 'lcs': 0.9997711394078869}
|
| 668 |
+
INFO: 2024-07-14 14:19:39,030: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 198, 271]
|
| 669 |
+
INFO: 2024-07-14 14:19:39,030: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
|
| 670 |
+
INFO: 2024-07-14 14:19:39,650: llmtf.base.darumeru/RCB: Loading Dataset: 4.32s
|
| 671 |
+
INFO: 2024-07-14 14:19:43,492: llmtf.base.darumeru/cp_sent_en: Loading Dataset: 4.46s
|
| 672 |
+
INFO: 2024-07-14 14:19:51,430: llmtf.base.daru/treewayextractive: Processing Dataset: 393.65s
|
| 673 |
+
INFO: 2024-07-14 14:19:51,431: llmtf.base.daru/treewayextractive: Results for daru/treewayextractive:
|
| 674 |
+
INFO: 2024-07-14 14:19:51,654: llmtf.base.daru/treewayextractive: {'r-prec': 0.4072662337662338}
|
| 675 |
+
INFO: 2024-07-14 14:19:51,698: llmtf.base.evaluator: Ended eval
|
| 676 |
+
INFO: 2024-07-14 14:19:51,742: llmtf.base.evaluator:
|
| 677 |
+
mean daru/treewayabstractive daru/treewayextractive darumeru/MultiQ darumeru/PARus darumeru/RCB darumeru/RWSD darumeru/USE darumeru/cp_para_en darumeru/cp_para_ru darumeru/cp_sent_en darumeru/cp_sent_ru darumeru/ruMMLU darumeru/ruOpenBookQA darumeru/ruTiE darumeru/ruWorldTree nlpcoreteam/enMMLU nlpcoreteam/ruMMLU russiannlp/rucola_custom
|
| 678 |
+
0.619 0.251 0.407 0.513 0.770 0.412 0.490 0.102 0.988 0.996 0.998 0.964 0.500 0.707 0.421 0.836 0.680 0.566 0.542
|
| 679 |
+
INFO: 2024-07-14 14:20:00,600: llmtf.base.darumeru/RCB: Processing Dataset: 20.95s
|
| 680 |
+
INFO: 2024-07-14 14:20:00,602: llmtf.base.darumeru/RCB: Results for darumeru/RCB:
|
| 681 |
+
INFO: 2024-07-14 14:20:00,610: llmtf.base.darumeru/RCB: {'acc': 0.41363636363636364, 'f1_macro': 0.4105113251051133}
|
| 682 |
+
INFO: 2024-07-14 14:20:00,612: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 198, 271]
|
| 683 |
+
INFO: 2024-07-14 14:20:00,612: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
|
| 684 |
+
INFO: 2024-07-14 14:20:15,143: llmtf.base.darumeru/ruOpenBookQA: Loading Dataset: 14.53s
|
| 685 |
+
INFO: 2024-07-14 14:22:18,985: llmtf.base.darumeru/ruOpenBookQA: Processing Dataset: 123.84s
|
| 686 |
+
INFO: 2024-07-14 14:22:18,996: llmtf.base.darumeru/ruOpenBookQA: Results for darumeru/ruOpenBookQA:
|
| 687 |
+
INFO: 2024-07-14 14:22:19,089: llmtf.base.darumeru/ruOpenBookQA: {'acc': 0.7074742268041238, 'f1_macro': 0.7072263442662465}
|
| 688 |
+
INFO: 2024-07-14 14:22:19,105: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 198, 271]
|
| 689 |
+
INFO: 2024-07-14 14:22:19,106: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
|
| 690 |
+
INFO: 2024-07-14 14:22:26,540: llmtf.base.darumeru/ruTiE: Loading Dataset: 7.43s
|
| 691 |
+
INFO: 2024-07-14 14:26:04,768: llmtf.base.darumeru/cp_sent_en: Processing Dataset: 381.27s
|
| 692 |
+
INFO: 2024-07-14 14:26:04,771: llmtf.base.darumeru/cp_sent_en: Results for darumeru/cp_sent_en:
|
| 693 |
+
INFO: 2024-07-14 14:26:04,776: llmtf.base.darumeru/cp_sent_en: {'symbol_per_token': 4.556837515131998, 'len': 0.9592170801454492, 'lcs': 0.9978536640150768}
|
| 694 |
+
INFO: 2024-07-14 14:26:04,779: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 198, 271]
|
| 695 |
+
INFO: 2024-07-14 14:26:04,779: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
|
| 696 |
+
INFO: 2024-07-14 14:26:08,974: llmtf.base.darumeru/cp_para_ru: Loading Dataset: 4.19s
|
| 697 |
+
INFO: 2024-07-14 14:26:54,269: llmtf.base.darumeru/ruTiE: Processing Dataset: 267.71s
|
| 698 |
+
INFO: 2024-07-14 14:26:54,270: llmtf.base.darumeru/ruTiE: Results for darumeru/ruTiE:
|
| 699 |
+
INFO: 2024-07-14 14:26:54,301: llmtf.base.darumeru/ruTiE: {'acc': 0.42093023255813955}
|
| 700 |
+
INFO: 2024-07-14 14:26:54,305: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 198, 271]
|
| 701 |
+
INFO: 2024-07-14 14:26:54,305: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
|
| 702 |
+
INFO: 2024-07-14 14:26:56,946: llmtf.base.darumeru/ruWorldTree: Loading Dataset: 2.64s
|
| 703 |
+
INFO: 2024-07-14 14:27:04,165: llmtf.base.darumeru/ruWorldTree: Processing Dataset: 7.22s
|
| 704 |
+
INFO: 2024-07-14 14:27:04,166: llmtf.base.darumeru/ruWorldTree: Results for darumeru/ruWorldTree:
|
| 705 |
+
INFO: 2024-07-14 14:27:04,173: llmtf.base.darumeru/ruWorldTree: {'acc': 0.8380952380952381, 'f1_macro': 0.8343115676204449}
|
| 706 |
+
INFO: 2024-07-14 14:27:04,174: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 198, 271]
|
| 707 |
+
INFO: 2024-07-14 14:27:04,174: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
|
| 708 |
+
INFO: 2024-07-14 14:27:07,701: llmtf.base.darumeru/RWSD: Loading Dataset: 3.53s
|
| 709 |
+
INFO: 2024-07-14 14:27:25,947: llmtf.base.darumeru/RWSD: Processing Dataset: 18.24s
|
| 710 |
+
INFO: 2024-07-14 14:27:25,955: llmtf.base.darumeru/RWSD: Results for darumeru/RWSD:
|
| 711 |
+
INFO: 2024-07-14 14:27:26,055: llmtf.base.darumeru/RWSD: {'acc': 0.49019607843137253}
|
| 712 |
+
INFO: 2024-07-14 14:27:26,057: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 198, 271]
|
| 713 |
+
INFO: 2024-07-14 14:27:26,057: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
|
| 714 |
+
INFO: 2024-07-14 14:27:40,312: llmtf.base.darumeru/USE: Loading Dataset: 14.25s
|
| 715 |
+
INFO: 2024-07-14 14:31:38,677: llmtf.base.darumeru/USE: Processing Dataset: 238.36s
|
| 716 |
+
INFO: 2024-07-14 14:31:38,694: llmtf.base.darumeru/USE: Results for darumeru/USE:
|
| 717 |
+
INFO: 2024-07-14 14:31:38,700: llmtf.base.darumeru/USE: {'grade_norm': 0.10588235294117647}
|
| 718 |
+
INFO: 2024-07-14 14:31:38,707: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 198, 271]
|
| 719 |
+
INFO: 2024-07-14 14:31:38,707: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
|
| 720 |
+
INFO: 2024-07-14 14:31:58,236: llmtf.base.russiannlp/rucola_custom: Loading Dataset: 19.53s
|
| 721 |
+
INFO: 2024-07-14 14:32:44,406: llmtf.base.nlpcoreteam/enMMLU: Processing Dataset: 980.03s
|
| 722 |
+
INFO: 2024-07-14 14:32:44,409: llmtf.base.nlpcoreteam/enMMLU: Results for nlpcoreteam/enMMLU:
|
| 723 |
+
INFO: 2024-07-14 14:32:44,455: llmtf.base.nlpcoreteam/enMMLU: metric
|
| 724 |
+
subject
|
| 725 |
+
abstract_algebra 0.310000
|
| 726 |
+
anatomy 0.696296
|
| 727 |
+
astronomy 0.697368
|
| 728 |
+
business_ethics 0.650000
|
| 729 |
+
clinical_knowledge 0.754717
|
| 730 |
+
college_biology 0.770833
|
| 731 |
+
college_chemistry 0.470000
|
| 732 |
+
college_computer_science 0.470000
|
| 733 |
+
college_mathematics 0.340000
|
| 734 |
+
college_medicine 0.647399
|
| 735 |
+
college_physics 0.500000
|
| 736 |
+
computer_security 0.800000
|
| 737 |
+
conceptual_physics 0.595745
|
| 738 |
+
econometrics 0.526316
|
| 739 |
+
electrical_engineering 0.655172
|
| 740 |
+
elementary_mathematics 0.441799
|
| 741 |
+
formal_logic 0.492063
|
| 742 |
+
global_facts 0.330000
|
| 743 |
+
high_school_biology 0.777419
|
| 744 |
+
high_school_chemistry 0.551724
|
| 745 |
+
high_school_computer_science 0.680000
|
| 746 |
+
high_school_european_history 0.769697
|
| 747 |
+
high_school_geography 0.808081
|
| 748 |
+
high_school_government_and_politics 0.891192
|
| 749 |
+
high_school_macroeconomics 0.653846
|
| 750 |
+
high_school_mathematics 0.392593
|
| 751 |
+
high_school_microeconomics 0.731092
|
| 752 |
+
high_school_physics 0.450331
|
| 753 |
+
high_school_psychology 0.849541
|
| 754 |
+
high_school_statistics 0.541667
|
| 755 |
+
high_school_us_history 0.857843
|
| 756 |
+
high_school_world_history 0.827004
|
| 757 |
+
human_aging 0.713004
|
| 758 |
+
human_sexuality 0.770992
|
| 759 |
+
international_law 0.851240
|
| 760 |
+
jurisprudence 0.759259
|
| 761 |
+
logical_fallacies 0.736196
|
| 762 |
+
machine_learning 0.517857
|
| 763 |
+
management 0.883495
|
| 764 |
+
marketing 0.888889
|
| 765 |
+
medical_genetics 0.790000
|
| 766 |
+
miscellaneous 0.831418
|
| 767 |
+
moral_disputes 0.719653
|
| 768 |
+
moral_scenarios 0.412291
|
| 769 |
+
nutrition 0.767974
|
| 770 |
+
philosophy 0.749196
|
| 771 |
+
prehistory 0.734568
|
| 772 |
+
professional_accounting 0.482270
|
| 773 |
+
professional_law 0.468709
|
| 774 |
+
professional_medicine 0.716912
|
| 775 |
+
professional_psychology 0.722222
|
| 776 |
+
public_relations 0.718182
|
| 777 |
+
security_studies 0.759184
|
| 778 |
+
sociology 0.865672
|
| 779 |
+
us_foreign_policy 0.870000
|
| 780 |
+
virology 0.572289
|
| 781 |
+
world_religions 0.818713
|
| 782 |
+
INFO: 2024-07-14 14:32:44,463: llmtf.base.nlpcoreteam/enMMLU: metric
|
| 783 |
+
subject
|
| 784 |
+
STEM 0.553473
|
| 785 |
+
humanities 0.707418
|
| 786 |
+
other (business, health, misc.) 0.694619
|
| 787 |
+
social sciences 0.763860
|
| 788 |
+
INFO: 2024-07-14 14:32:44,473: llmtf.base.nlpcoreteam/enMMLU: {'acc': 0.6798423546157744}
|
| 789 |
+
INFO: 2024-07-14 14:32:44,541: llmtf.base.evaluator: Ended eval
|
| 790 |
+
INFO: 2024-07-14 14:32:44,569: llmtf.base.evaluator:
|
| 791 |
+
mean daru/treewayabstractive daru/treewayextractive darumeru/MultiQ darumeru/PARus darumeru/RCB darumeru/RWSD darumeru/USE darumeru/cp_para_en darumeru/cp_para_ru darumeru/cp_sent_en darumeru/cp_sent_ru darumeru/ruMMLU darumeru/ruOpenBookQA darumeru/ruTiE darumeru/ruWorldTree nlpcoreteam/enMMLU nlpcoreteam/ruMMLU russiannlp/rucola_custom
|
| 792 |
+
0.617 0.251 0.407 0.513 0.770 0.412 0.490 0.106 0.988 0.996 0.959 0.964 0.500 0.707 0.421 0.836 0.680 0.566 0.542
|
| 793 |
+
INFO: 2024-07-14 14:34:31,976: llmtf.base.darumeru/ruMMLU: Processing Dataset: 1208.60s
|
| 794 |
+
INFO: 2024-07-14 14:34:31,979: llmtf.base.darumeru/ruMMLU: Results for darumeru/ruMMLU:
|
| 795 |
+
INFO: 2024-07-14 14:34:32,006: llmtf.base.darumeru/ruMMLU: {'acc': 0.5003491968472513}
|
| 796 |
+
INFO: 2024-07-14 14:34:32,084: llmtf.base.evaluator: Ended eval
|
| 797 |
+
INFO: 2024-07-14 14:34:32,098: llmtf.base.evaluator:
|
| 798 |
+
mean daru/treewayabstractive daru/treewayextractive darumeru/MultiQ darumeru/PARus darumeru/RCB darumeru/RWSD darumeru/USE darumeru/cp_para_en darumeru/cp_para_ru darumeru/cp_sent_en darumeru/cp_sent_ru darumeru/ruMMLU darumeru/ruOpenBookQA darumeru/ruTiE darumeru/ruWorldTree nlpcoreteam/enMMLU nlpcoreteam/ruMMLU russiannlp/rucola_custom
|
| 799 |
+
0.617 0.251 0.407 0.513 0.770 0.412 0.490 0.106 0.988 0.996 0.959 0.964 0.500 0.707 0.421 0.836 0.680 0.566 0.542
|
| 800 |
+
INFO: 2024-07-14 14:34:43,299: llmtf.base.russiannlp/rucola_custom: Processing Dataset: 165.06s
|
| 801 |
+
INFO: 2024-07-14 14:34:43,302: llmtf.base.russiannlp/rucola_custom: Results for russiannlp/rucola_custom:
|
| 802 |
+
INFO: 2024-07-14 14:34:43,316: llmtf.base.russiannlp/rucola_custom: {'acc': 0.7240760674560459, 'mcc': 0.36043904403572885}
|
| 803 |
+
INFO: 2024-07-14 14:34:43,327: llmtf.base.evaluator: Ended eval
|
| 804 |
+
INFO: 2024-07-14 14:34:43,336: llmtf.base.evaluator:
|
| 805 |
+
mean daru/treewayabstractive daru/treewayextractive darumeru/MultiQ darumeru/PARus darumeru/RCB darumeru/RWSD darumeru/USE darumeru/cp_para_en darumeru/cp_para_ru darumeru/cp_sent_en darumeru/cp_sent_ru darumeru/ruMMLU darumeru/ruOpenBookQA darumeru/ruTiE darumeru/ruWorldTree nlpcoreteam/enMMLU nlpcoreteam/ruMMLU russiannlp/rucola_custom
|
| 806 |
+
0.617 0.251 0.407 0.513 0.770 0.412 0.490 0.106 0.988 0.996 0.959 0.964 0.500 0.707 0.421 0.836 0.680 0.566 0.542
|
| 807 |
+
INFO: 2024-07-14 14:41:14,321: llmtf.base.nlpcoreteam/ruMMLU: Processing Dataset: 1444.32s
|
| 808 |
+
INFO: 2024-07-14 14:41:14,324: llmtf.base.nlpcoreteam/ruMMLU: Results for nlpcoreteam/ruMMLU:
|
| 809 |
+
INFO: 2024-07-14 14:41:14,373: llmtf.base.nlpcoreteam/ruMMLU: metric
|
| 810 |
+
subject
|
| 811 |
+
abstract_algebra 0.350000
|
| 812 |
+
anatomy 0.444444
|
| 813 |
+
astronomy 0.638158
|
| 814 |
+
business_ethics 0.630000
|
| 815 |
+
clinical_knowledge 0.581132
|
| 816 |
+
college_biology 0.569444
|
| 817 |
+
college_chemistry 0.410000
|
| 818 |
+
college_computer_science 0.430000
|
| 819 |
+
college_mathematics 0.340000
|
| 820 |
+
college_medicine 0.549133
|
| 821 |
+
college_physics 0.323529
|
| 822 |
+
computer_security 0.700000
|
| 823 |
+
conceptual_physics 0.527660
|
| 824 |
+
econometrics 0.438596
|
| 825 |
+
electrical_engineering 0.537931
|
| 826 |
+
elementary_mathematics 0.394180
|
| 827 |
+
formal_logic 0.420635
|
| 828 |
+
global_facts 0.330000
|
| 829 |
+
high_school_biology 0.658065
|
| 830 |
+
high_school_chemistry 0.433498
|
| 831 |
+
high_school_computer_science 0.660000
|
| 832 |
+
high_school_european_history 0.727273
|
| 833 |
+
high_school_geography 0.691919
|
| 834 |
+
high_school_government_and_politics 0.683938
|
| 835 |
+
high_school_macroeconomics 0.548718
|
| 836 |
+
high_school_mathematics 0.400000
|
| 837 |
+
high_school_microeconomics 0.525210
|
| 838 |
+
high_school_physics 0.357616
|
| 839 |
+
high_school_psychology 0.662385
|
| 840 |
+
high_school_statistics 0.504630
|
| 841 |
+
high_school_us_history 0.705882
|
| 842 |
+
high_school_world_history 0.742616
|
| 843 |
+
human_aging 0.560538
|
| 844 |
+
human_sexuality 0.625954
|
| 845 |
+
international_law 0.743802
|
| 846 |
+
jurisprudence 0.666667
|
| 847 |
+
logical_fallacies 0.558282
|
| 848 |
+
machine_learning 0.526786
|
| 849 |
+
management 0.757282
|
| 850 |
+
marketing 0.709402
|
| 851 |
+
medical_genetics 0.620000
|
| 852 |
+
miscellaneous 0.629630
|
| 853 |
+
moral_disputes 0.598266
|
| 854 |
+
moral_scenarios 0.392179
|
| 855 |
+
nutrition 0.643791
|
| 856 |
+
philosophy 0.617363
|
| 857 |
+
prehistory 0.583333
|
| 858 |
+
professional_accounting 0.375887
|
| 859 |
+
professional_law 0.384615
|
| 860 |
+
professional_medicine 0.503676
|
| 861 |
+
professional_psychology 0.503268
|
| 862 |
+
public_relations 0.572727
|
| 863 |
+
security_studies 0.669388
|
| 864 |
+
sociology 0.696517
|
| 865 |
+
us_foreign_policy 0.780000
|
| 866 |
+
virology 0.500000
|
| 867 |
+
world_religions 0.672515
|
| 868 |
+
INFO: 2024-07-14 14:41:14,381: llmtf.base.nlpcoreteam/ruMMLU: metric
|
| 869 |
+
subject
|
| 870 |
+
STEM 0.486750
|
| 871 |
+
humanities 0.601033
|
| 872 |
+
other (business, health, misc.) 0.559637
|
| 873 |
+
social sciences 0.616552
|
| 874 |
+
INFO: 2024-07-14 14:41:14,391: llmtf.base.nlpcoreteam/ruMMLU: {'acc': 0.5659927988894412}
|
| 875 |
+
INFO: 2024-07-14 14:41:14,470: llmtf.base.evaluator: Ended eval
|
| 876 |
+
INFO: 2024-07-14 14:41:14,485: llmtf.base.evaluator:
|
| 877 |
+
mean daru/treewayabstractive daru/treewayextractive darumeru/MultiQ darumeru/PARus darumeru/RCB darumeru/RWSD darumeru/USE darumeru/cp_para_en darumeru/cp_para_ru darumeru/cp_sent_en darumeru/cp_sent_ru darumeru/ruMMLU darumeru/ruOpenBookQA darumeru/ruTiE darumeru/ruWorldTree nlpcoreteam/enMMLU nlpcoreteam/ruMMLU russiannlp/rucola_custom
|
| 878 |
+
0.617 0.251 0.407 0.513 0.770 0.412 0.490 0.106 0.988 0.996 0.959 0.964 0.500 0.707 0.421 0.836 0.680 0.566 0.542
|
| 879 |
+
INFO: 2024-07-14 14:48:17,879: llmtf.base.darumeru/cp_para_ru: Processing Dataset: 1328.90s
|
| 880 |
+
INFO: 2024-07-14 14:48:17,896: llmtf.base.darumeru/cp_para_ru: Results for darumeru/cp_para_ru:
|
| 881 |
+
INFO: 2024-07-14 14:48:17,934: llmtf.base.darumeru/cp_para_ru: {'symbol_per_token': 2.9865072713630245, 'len': 0.989199175688307, 'lcs': 0.9976086956521739}
|
| 882 |
+
INFO: 2024-07-14 14:48:17,936: llmtf.base.hfmodel: Updated generation_config.eos_token_id: [128001, 198, 271]
|
| 883 |
+
INFO: 2024-07-14 14:48:17,936: llmtf.base.hfmodel: Updated generation_config.stop_strings: ['\n', '\n\n']
|
| 884 |
+
INFO: 2024-07-14 14:48:22,484: llmtf.base.darumeru/cp_para_en: Loading Dataset: 4.55s
|
| 885 |
+
INFO: 2024-07-14 14:49:28,678: llmtf.base.daru/treewayabstractive: Processing Dataset: 2167.63s
|
| 886 |
+
INFO: 2024-07-14 14:49:28,679: llmtf.base.daru/treewayabstractive: Results for daru/treewayabstractive:
|
| 887 |
+
INFO: 2024-07-14 14:49:28,685: llmtf.base.daru/treewayabstractive: {'rouge1': 0.3516549334515103, 'rouge2': 0.1390946104887656}
|
| 888 |
+
INFO: 2024-07-14 14:49:28,690: llmtf.base.evaluator: Ended eval
|
| 889 |
+
INFO: 2024-07-14 14:49:28,699: llmtf.base.evaluator:
|
| 890 |
+
mean daru/treewayabstractive daru/treewayextractive darumeru/MultiQ darumeru/PARus darumeru/RCB darumeru/RWSD darumeru/USE darumeru/cp_para_en darumeru/cp_para_ru darumeru/cp_sent_en darumeru/cp_sent_ru darumeru/ruMMLU darumeru/ruOpenBookQA darumeru/ruTiE darumeru/ruWorldTree nlpcoreteam/enMMLU nlpcoreteam/ruMMLU russiannlp/rucola_custom
|
| 891 |
+
0.617 0.245 0.407 0.513 0.770 0.412 0.490 0.106 0.988 0.998 0.959 0.964 0.500 0.707 0.421 0.836 0.680 0.566 0.542
|
| 892 |
+
INFO: 2024-07-14 15:10:39,600: llmtf.base.darumeru/cp_para_en: Processing Dataset: 1337.10s
|
| 893 |
+
INFO: 2024-07-14 15:10:39,604: llmtf.base.darumeru/cp_para_en: Results for darumeru/cp_para_en:
|
| 894 |
+
INFO: 2024-07-14 15:10:39,639: llmtf.base.darumeru/cp_para_en: {'symbol_per_token': 4.528028725817485, 'len': 0.9872908812117563, 'lcs': 0.9883058202112522}
|
| 895 |
+
INFO: 2024-07-14 15:10:39,641: llmtf.base.evaluator: Ended eval
|
| 896 |
+
INFO: 2024-07-14 15:10:39,662: llmtf.base.evaluator:
|
| 897 |
+
mean daru/treewayabstractive daru/treewayextractive darumeru/MultiQ darumeru/PARus darumeru/RCB darumeru/RWSD darumeru/USE darumeru/cp_para_en darumeru/cp_para_ru darumeru/cp_sent_en darumeru/cp_sent_ru darumeru/ruMMLU darumeru/ruOpenBookQA darumeru/ruTiE darumeru/ruWorldTree nlpcoreteam/enMMLU nlpcoreteam/ruMMLU russiannlp/rucola_custom
|
| 898 |
+
0.617 0.245 0.407 0.513 0.770 0.412 0.490 0.106 0.988 0.998 0.959 0.964 0.500 0.707 0.421 0.836 0.680 0.566 0.542
|
llmtf_eval_k5/evaluation_results.txt
CHANGED
|
@@ -1,2 +1,2 @@
|
|
| 1 |
mean daru/treewayabstractive daru/treewayextractive darumeru/MultiQ darumeru/PARus darumeru/RCB darumeru/RWSD darumeru/USE darumeru/cp_para_en darumeru/cp_para_ru darumeru/cp_sent_en darumeru/cp_sent_ru darumeru/ruMMLU darumeru/ruOpenBookQA darumeru/ruTiE darumeru/ruWorldTree nlpcoreteam/enMMLU nlpcoreteam/ruMMLU russiannlp/rucola_custom
|
| 2 |
-
0.
|
|
|
|
| 1 |
mean daru/treewayabstractive daru/treewayextractive darumeru/MultiQ darumeru/PARus darumeru/RCB darumeru/RWSD darumeru/USE darumeru/cp_para_en darumeru/cp_para_ru darumeru/cp_sent_en darumeru/cp_sent_ru darumeru/ruMMLU darumeru/ruOpenBookQA darumeru/ruTiE darumeru/ruWorldTree nlpcoreteam/enMMLU nlpcoreteam/ruMMLU russiannlp/rucola_custom
|
| 2 |
+
0.617 0.245 0.407 0.513 0.770 0.412 0.490 0.106 0.988 0.998 0.959 0.964 0.500 0.707 0.421 0.836 0.680 0.566 0.542
|