Our new X account is live! Follow @wizwand_team for updates
WorkDL logo mark

Information Retrieval on BEIR

0.873TREC-COVID

SGPT-5.8B

0.137720.328610.51950.71039Feb 17, 2022Oct 9, 2022May 31, 2023Jan 20, 2024Sep 10, 2024May 2, 2025Dec 23, 2025
Updated 3d ago

Evaluation Results

MethodLinks
2022.02
0.8730.3990.4130.3620.5240.5930.3720.2670.4810.5140.5140.2540.3810.8460.3990.1970.7830.3050.7470.550.49--------------------------------------
2025.12
0.863--0.3160.6450.6810.455---0.5610.323-0.8790.4010.1720.7910.2990.762-0.538--------------------------------------
2025.12
0.857--0.3310.6080.6790.431---0.5140.281-0.8650.3740.170.7970.3190.757-0.537--------------------------------------
2025.12
0.847--0.3780.6240.6850.458---0.4860.305-0.8680.4370.1810.8340.310.756-0.551--------------------------------------
2025.12
0.842--0.3540.6380.7010.449---0.5450.284-0.8370.4220.1710.8330.3160.764-0.553--------------------------------------
2025.12
0.841--0.3470.650.7050.459---0.5820.357-0.8310.4420.1720.8350.3080.759-0.561--------------------------------------
2025.12
0.84--0.3420.6240.6620.435---0.4740.307-0.8460.4210.1770.7740.2940.724-0.537--------------------------------------
2025.12
0.833--0.3590.6080.6760.428---0.5280.317-0.8330.430.1740.820.3040.751-0.543--------------------------------------
2025.12
0.83--0.3560.6040.650.401---0.4860.291-0.8330.4310.1430.8020.2340.737-0.526--------------------------------------
2025.12
0.817--0.3230.5780.6520.378---0.4970.293-0.8240.3820.170.8180.2640.704-0.515--------------------------------------
2022.12
0.7960.431-0.3660.60.6220.364---0.5140.2830.3890.8790.410.190.5820.1540.731-0.487--------------------------------------
2022.02
0.7910.290.5470.3470.4010.6990.4010.3230.4660.480.2860.2340.420.7940.370.1960.7250.1610.6820.4990.462--------------------------------------
2022.12
0.7830.441-0.3610.6290.6330.386---0.4940.2720.3940.8820.4240.2010.650.2240.726-0.5--------------------------------------
2025.12
0.769--0.3370.5870.6570.406---0.5750.283-0.7770.3770.1540.7830.3770.724-0.515--------------------------------------
2022.12
0.7680.423-0.3390.5870.5630.348---0.4670.2680.3610.8770.3860.1640.5350.1580.656-0.46--------------------------------------
2023.02
0.759-0.4330.3390.5370.6620.3560.3010.4440.4790.4690.2630.3540.8750.4170.1590.7810.2270.679-0.474--------------------------------0.4650.502----
2022.02
0.7570.4130.5230.350.5330.7070.3470.3380.4310.4750.3110.2710.370.8250.4090.1660.8190.2530.6880.520.476--------------------------------------
2023.02
0.74-0.4170.3290.5310.6480.350.3010.4160.4720.4890.2490.3520.8690.4140.1540.7580.2220.675-0.466--------------------------------0.4570.494----
0.7285--0.243--0.3043---0.4882-------0.5690.4666---------------------------------------
2025.12
0.721--0.237--0.288---0.357-------0.570.416---------------------------------------
2023.02
0.711-0.5040.3450.5440.6860.3510.2960.3940.4580.5210.2440.3410.8140.4420.1590.7960.2280.699-0.474--------------------------------0.4710.503----
2022.02
0.6880.2280.4880.3060.3260.6020.2540.330.4050.4250.4720.3470.3260.8080.320.1650.6490.1860.6110.4770.428--------------------------------------
2022.12
0.679--0.332-0.5940.384---0.470.2850.3840.7060.362-0.7210.1850.672----------------------------------------
2022.12
0.6770.401-0.3050.5240.5930.317---0.2330.2020.350.8540.3920.1450.7710.1840.671-0.444--------------------------------------
2025.06
0.667--0.330.4080.5880.343---0.4530.269-0.8380.2710.1760.6290.1660.733-0.452--------------------------------------
2023.06
0.6560.228-0.3250.3290.6030.236---0.3150.3670.2990.7890.3130.1580.7530.2130.665-0.417----------------------------------1.9---
2022.12
0.6540.388-0.2370.4460.4560.295---0.4150.240.2960.8520.2810.1220.6690.1980.507-0.405--------------------------------------
2022.02
0.649-0.4070.4070.5880.6880.512---0.4350.2910.6280.6380.432-0.7750.2230.7540.528---------------------------------------
2025.12
0.63--0.257--0.235---0.355-------0.520.41---------------------------------------
2025.06
0.622--0.3210.2850.5690.251---0.4870.331-0.8040.2990.1580.4810.1360.687-0.418--------------------------------------
2025.06
0.618--0.3370.4170.5220.432---0.4440.198-0.810.3710.2180.6860.1570.723-0.456--------------------------------------
2025.06
0.607--0.3290.410.5780.332---0.4430.305-0.8560.3090.1880.6630.1860.72-0.456--------------------------------------
2025.06
0.606--0.2360.2120.3850.192---0.390.124-0.810.1830.1210.3370.1530.579-0.333--------------------------------------
2025.06
0.601--0.2720.3390.560.304---0.4460.257-0.8350.2760.1630.6170.1580.719-0.427--------------------------------------
2022.02
0.596--0.3280.4980.6380.3290.2730.346-0.4460.230.3450.8650.4130.1650.7580.2370.6770.5020.458--------------------------------------
2022.12
0.5960.407-0.3280.4980.6380.329---0.4460.230.3450.8650.4130.1650.7580.2370.677-0.466--------------------------------------
2025.06
0.584--0.2680.2980.5060.272---0.4110.199-0.8320.2130.1480.5110.1380.66-0.388--------------------------------------
2022.02
0.562--0.380.5280.6480.452---0.4690.309-0.6770.4120.1770.7560.1940.7440.509---------------------------------------
2022.12
0.5570.43-0.3290.5470.5790.424---0.5250.2190.3840.890.3910.1580.7120.2620.639-0.47--------------------------------------
2022.12
0.5390.42-0.3080.4950.5350.349---0.5110.2050.3570.8810.3470.1490.660.2410.6-0.44--------------------------------------
2025.12
0.522--0.204--0.261---0.352-------0.4560.377---------------------------------------
2022.02
0.5010.4420.3240.3420.5680.5990.4670.273--0.540.2560.3990.8920.4080.1610.740.2670.6620.516---------------------------------------
2025.12
0.497--0.263--0.301---0.357-------0.5410.414---------------------------------------
2025.12
0.495--0.243--0.228---0.316-------0.5130.389---------------------------------------
2025.12
0.484--0.08--0.115---0.261-------0.2260.202---------------------------------------
2022.02
0.4810.4080.3830.3190.4630.5840.30.2890.3770.4270.4290.1620.3140.8350.3840.1490.70.2280.6430.460.395--------------------------------------
2025.06
0.462--0.2690.3810.3390.248---0.380.015-0.8330.2340.1530.5430.130.737-0.363--------------------------------------
2025.06
0.449--0.2690.2670.3560.199---0.3640.118-0.7840.180.1360.5040.1620.65-0.342--------------------------------------
2022.02
0.427--0.3690.3370.5430.397---0.3920.228-0.6870.312-0.6380.1610.7120.4420.395--------------------------------------
2023.06
0.420.211-0.30.2950.4410.262---0.4340.1670.2840.8360.2760.150.6690.1560.65-0.37----------------------------------2.7---
2023.06
0.4050.218-0.3190.310.5010.262---0.3980.1660.2870.8430.2930.1560.6890.1560.664-0.378----------------------------------2.2---
2025.06
0.394--0.2670.2780.4240.227---0.3940.147-0.8240.1950.1450.5160.150.676-0.357--------------------------------------
2023.06
0.3860.088-0.140.1260.2330.148---0.4560.1160.2020.8150.1370.0740.2010.1760.385-0.246----------------------------------4.9---
2023.06
0.2740.206-0.3170.2540.4810.245---0.3790.1670.2840.8350.2920.1490.6820.1550.649-0.358----------------------------------3.4---
2025.06
0.229--0.3040.180.3040.198---0.4460.089-0.7870.250.1340.3360.1220.499-0.298--------------------------------------
2023.06
0.2040.045-0.1530.0340.250.093---0.3760.0190.170.690.0460.0740.0710.0440.531-0.187----------------------------------6.1---
2025.06
0.182--0.2710.1810.410.124---0.4430.072-0.8340.270.1090.2720.0720.591-0.295--------------------------------------
2023.06
0.1730.077-0.1440.0390.2440.052---0.3450.030.0980.6670.1510.0190.2530.0980.481-0.089----------------------------------6.3---
2023.06
0.1660.006-0.0250.0270.0490.014---0.2310.0340.0250.0390.0390.0270.0490.0410.098-0.087----------------------------------7.9---
2021.12
---------------------0.6580.4980.250.760.740.5390.9420.5380.6060.9730.3980.3560.9310.4360.9080.6360.2280.6560.3250.3290.6030.2360.3150.3670.2990.7890.3130.1580.7530.2130.6650.417------
2021.12
---------------------0.0350.1060.0670.1430.1580.0690.5910.030.110.7460.0710.1130.1360.1280.3520.190.0060.1660.0250.0270.0490.0140.2310.0340.0250.0390.0390.0270.0490.0410.0980.087------
2021.12
---------------------0.3360.2680.1820.4290.4270.410.9520.1860.4890.9790.2150.230.5080.4480.7530.4540.0880.3860.140.1260.2330.1480.4560.1160.2020.8150.1370.0740.2010.1760.3850.246------
2021.12
---------------------0.5260.0810.230.5810.5610.280.7310.1150.3550.9270.330.2310.8260.4230.8380.4690.1520.2010.2410.1520.4050.0970.2280.0730.1350.7160.2270.090.4290.1430.4710.251------
2021.12
---------------------0.6720.1720.2940.7710.7040.5620.9010.2250.6140.9870.4530.360.9360.4410.9260.6010.2060.2740.3170.2540.4810.2450.3790.1930.2840.8350.2920.1490.6820.1550.6490.36------
2024.03
----------------------------------------------------0.507------
2024.03
----------------------------------------------------0.517------
2024.03
----------------------------------------------------0.5------
2024.03
----------------------------------------------------0.491------
2024.03
----------------------------------------------------0.47------
2025.01
-------------------------------------0.46720.78110.40690.73850.84980.58770.82760.29670.47230.91020.50420.25250.91960.45350.78330.6167------
2025.01
-------------------------------------0.47240.77180.40610.74640.85710.61570.76020.29340.48670.90790.49750.28540.92320.45770.79750.6186------
-------------------------------------0.45630.88440.45170.73570.85480.65730.70070.31780.50240.89040.5350.2190.93750.45390.80130.6265------
2025.01
-------------------------------------0.47660.78720.41550.75810.87120.620.81370.30510.48570.91070.51790.28410.93120.47140.80190.63------
2026.01
----------------------------------------------------0.428------
2026.01
----------------------------------------------------0.336------
2026.01
----------------------------------------------------0.416------
2026.01
----------------------------------------------------0.413------
2026.01
----------------------------------------------------0.397------
2026.01
----------------------------------------------------0.439------
2026.01
----------------------------------------------------0.435------
2026.01
----------------------------------------------------0.429------
2026.01
----------------------------------------------------0.418------
2026.01
----------------------------------------------------0.44------
2026.01
----------------------------------------------------0.438------
2026.01
----------------------------------------------------0.436------
2026.01
----------------------------------------------------0.431------
2026.01
----------------------------------------------------0.436------
2026.02
----------------------------------------------------0.2873------
2026.02
----------------------------------------------------0.4096------
2026.02
----------------------------------------------------0.4348------
2026.02
----------------------------------------------------0.4401------
2026.02
----------------------------------------------------0.4245------
2026.02
----------------------------------------------------0.4358------
2026.02
----------------------------------------------------0.1427------
2026.02
----------------------------------------------------0.3828------
2026.02
----------------------------------------------------0.4009------
2026.02
----------------------------------------------------0.4105------
2026.02
----------------------------------------------------0.4115------
2026.02
----------------------------------------------------0.4122------
2026.02
--------------------67.95-----------------------------------61.58--
Showing 100 of 115 rows