2025ML-project-neural_compression/results/compression_results.csv

1	model_type	model_name	context_length	dataset_type	input_file_name	original_file_size	compressed_file_size	mse_loss	compression_time	decompression_time
2	autoencoder	auto-genome-full-256.pt	256	genome	genome.fna	4699745	4259288	83.62875366210938	636915773	27887947
3	autoencoder	auto-genome-full-256.pt	256	genome	genome_large.fna	23498433	21295512	83.59369659423828	1932602305	7778175
4	autoencoder	auto-genome-full-256.pt	256	genome	genome_xlarge.fna	46996793	42591024	83.58621215820312	3850901316	10996509
5	autoencoder	auto-genome-full-128.pt	128	genome	genome.fna	4699745	9399552	83.01229095458984	390656081	5804539
6	autoencoder	auto-genome-full-128.pt	128	genome	genome_large.fna	23498433	46996992	83.01190185546875	1932561312	10575739
7	autoencoder	auto-genome-full-128.pt	128	genome	genome_xlarge.fna	46996793	93993728	83.00253295898438	3873777067	18670984
8	cnn	cnn-genome-full-256.pt	256	genome	genome_small.fna	1367	1743	0.0	1029290599	890595665
9	cnn	cnn-genome-full-256.pt	256	genome	genome_xsmall.fna	1043	1343	0.0	686878467	683701323
10	cnn	cnn-genome-full-256.pt	256	genome	genome_xxsmall.fna	800	1038	0.0	531354486	527072394
11	cnn	cnn-genome-full-128.pt	128	genome	genome_small.fna	1367	1682	0.0	829554150	851934528
12	cnn	cnn-genome-full-128.pt	128	genome	genome_xsmall.fna	1043	1300	0.0	654742547	637221301
13	cnn	cnn-genome-full-128.pt	128	genome	genome_xxsmall.fna	800	1006	0.0	483840337	488870786
14	autoencoder	auto-enwik9-full-256.pt	256	enwik9	text.txt	6488666	6184668	786.6799926757812	551986635	10536259
15	autoencoder	auto-enwik9-full-256.pt	256	enwik9	text_large.txt	12977332	12369092	786.6173706054688	1065897991	5763879
16	autoencoder	auto-enwik9-full-256.pt	256	enwik9	text_xlarge.txt	25954664	24738184	786.6337890625	2139223055	8369164
17	autoencoder	auto-enwik9-full-128.pt	128	enwik9	text.txt	6488666	12774636	206.2792510986328	545577194	20624030
18	autoencoder	auto-enwik9-full-128.pt	128	enwik9	text_large.txt	12977332	25549272	206.24131774902344	1073396133	60871642
19	autoencoder	auto-enwik9-full-128.pt	128	enwik9	text_xlarge.txt	25954664	51098292	206.33023071289062	2145601924	59481825
20	cnn	cnn-enwik9-full-256.pt	256	enwik9	text_small.txt	1022	1561	0.0	693378115	671294958
21	cnn	cnn-enwik9-full-256.pt	256	enwik9	text_xsmall.txt	825	1268	0.0	550333502	550062973
22	cnn	cnn-enwik9-full-256.pt	256	enwik9	text_xxsmall.txt	492	790	0.0	333745012	332073466
23	cnn	cnn-enwik9-full-128.pt	128	enwik9	text_small.txt	1022	1129	0.0	629310179	621317553
24	cnn	cnn-enwik9-full-128.pt	128	enwik9	text_xsmall.txt	825	882	0.0	504538600	504907940
25	cnn	cnn-enwik9-full-128.pt	128	enwik9	text_xxsmall.txt	492	571	0.0	305443187	308964670
26	autoencoder	auto-genome-full-256.pt	256	genome	genome_small.fna	1367	1392	220.29188537597656	237708436	29378622
27	autoencoder	auto-genome-full-256.pt	256	genome	genome_xsmall.fna	1043	1160	263.97027587890625	5293080	4488761
28	autoencoder	auto-genome-full-256.pt	256	genome	genome_xxsmall.fna	800	928	319.5350036621094	4873340	4381310
29	autoencoder	auto-genome-full-128.pt	128	genome	genome_small.fna	1367	2816	120.52304077148438	251659317	5284661
30	autoencoder	auto-genome-full-128.pt	128	genome	genome_xsmall.fna	1043	2304	133.8379669189453	152590538	4432469
31	autoencoder	auto-genome-full-128.pt	128	genome	genome_xxsmall.fna	800	1792	159.2862548828125	153622653	4532139
32	autoencoder	auto-enwik9-full-256.pt	256	enwik9	text_small.txt	1022	976	746.8033447265625	6699780	22065927
33	autoencoder	auto-enwik9-full-256.pt	256	enwik9	text_xsmall.txt	825	976	787.5345458984375	3715750	3665629
34	autoencoder	auto-enwik9-full-256.pt	256	enwik9	text_xxsmall.txt	492	488	828.8658447265625	4892560	4176979
35	autoencoder	auto-enwik9-full-128.pt	128	enwik9	text_small.txt	1022	2016	231.42955017089844	5005880	4400159
36	autoencoder	auto-enwik9-full-128.pt	128	enwik9	text_xsmall.txt	825	1764	236.55636596679688	5024449	4180100
37	autoencoder	auto-enwik9-full-128.pt	128	enwik9	text_xxsmall.txt	492	1008	237.20529174804688	4856779	4145850