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Information Retrieval on BEIR

0.635Average NDCG@10

Qwen3-8B

0.065080.213040.3610.50896Dec 16, 2021Aug 28, 2022May 10, 2023Jan 20, 2024Oct 1, 2024Jun 13, 2025Feb 24, 2026
Updated 29d ago

Evaluation Results

MethodLinks
2025.10
0.635----------------------------------------------------------
2025.10
0.632----------------------------------------------------------
2025.01
0.63-------------------------------------0.47660.78720.41550.75810.87120.620.81370.30510.48570.91070.51790.28410.93120.47140.8019------
2025.10
0.628----------------------------------------------------------
0.6265-------------------------------------0.45630.88440.45170.73570.85480.65730.70070.31780.50240.89040.5350.2190.93750.45390.8013------
2025.10
0.624----------------------------------------------------------
2025.01
0.6186-------------------------------------0.47240.77180.40610.74640.85710.61570.76020.29340.48670.90790.49750.28540.92320.45770.7975------
2025.10
0.617----------------------------------------------------------
2025.01
0.6167-------------------------------------0.46720.78110.40690.73850.84980.58770.82760.29670.47230.91020.50420.25250.91960.45350.7833------
2025.10
0.594----------------------------------------------------------
2025.10
0.562----------------------------------------------------------
2025.10
0.552----------------------------------------------------------
2025.10
0.551----------------------------------------------------------
2025.10
0.548----------------------------------------------------------
2025.10
0.544----------------------------------------------------------
2025.10
0.538----------------------------------------------------------
2025.10
0.533----------------------------------------------------------
2025.10
0.529----------------------------------------------------------
2025.10
0.523----------------------------------------------------------
2024.03
0.517----------------------------------------------------------
2025.10
0.517----------------------------------------------------------
2025.10
0.511----------------------------------------------------------
2024.03
0.507----------------------------------------------------------
2024.03
0.5----------------------------------------------------------
2024.03
0.491----------------------------------------------------------
2024.03
0.47----------------------------------------------------------
2026.02
0.462--------------------------------------------------------0.371100
2026.02
0.45--------------------------------------------------------0.36397.8
2026.02
0.45--------------------------------------------------------0.3799.7
2026.02
0.4401----------------------------------------------------------
2026.01
0.44----------------------------------------------------------
2026.01
0.439----------------------------------------------------------
2026.02
0.439--------------------------------------------------------0.35896.5
2026.01
0.438----------------------------------------------------------
2026.01
0.436----------------------------------------------------------
2026.01
0.436----------------------------------------------------------
2026.02
0.4358----------------------------------------------------------
2026.01
0.435----------------------------------------------------------
2026.02
0.4348----------------------------------------------------------
2026.01
0.431----------------------------------------------------------
2026.01
0.429----------------------------------------------------------
2026.01
0.428----------------------------------------------------------
2026.02
0.4245----------------------------------------------------------
2026.01
0.418----------------------------------------------------------
2021.12
0.417---------------------0.6580.4980.250.760.740.5390.9420.5380.6060.9730.3980.3560.9310.4360.9080.6360.2280.6560.3250.3290.6030.2360.3150.3670.2990.7890.3130.1580.7530.2130.665------
2026.01
0.416----------------------------------------------------------
2026.01
0.413----------------------------------------------------------
2026.02
0.4122----------------------------------------------------------
2026.02
0.412--------------------------------------------------------0.35595.7
2026.02
0.4115----------------------------------------------------------
2026.02
0.4105----------------------------------------------------------
2026.02
0.4096----------------------------------------------------------
2026.02
0.4009----------------------------------------------------------
2026.01
0.397----------------------------------------------------------
2026.02
0.3828----------------------------------------------------------
2021.12
0.36---------------------0.6720.1720.2940.7710.7040.5620.9010.2250.6140.9870.4530.360.9360.4410.9260.6010.2060.2740.3170.2540.4810.2450.3790.1930.2840.8350.2920.1490.6820.1550.649------
2026.01
0.336----------------------------------------------------------
2026.02
0.2873----------------------------------------------------------
2021.12
0.251---------------------0.5260.0810.230.5810.5610.280.7310.1150.3550.9270.330.2310.8260.4230.8380.4690.1520.2010.2410.1520.4050.0970.2280.0730.1350.7160.2270.090.4290.1430.471------
2021.12
0.246---------------------0.3360.2680.1820.4290.4270.410.9520.1860.4890.9790.2150.230.5080.4480.7530.4540.0880.3860.140.1260.2330.1480.4560.1160.2020.8150.1370.0740.2010.1760.385------
2026.02
0.1427----------------------------------------------------------
2021.12
0.087---------------------0.0350.1060.0670.1430.1580.0690.5910.030.110.7460.0710.1130.1360.1280.3520.190.0060.1660.0250.0270.0490.0140.2310.0340.0250.0390.0390.0270.0490.0410.098------
2022.02
-0.2280.6880.4880.3060.3260.6020.2540.330.4050.4250.4720.3470.3260.8080.320.1650.6490.1860.6110.4770.428-------------------------------------
2022.02
-0.290.7910.5470.3470.4010.6990.4010.3230.4660.480.2860.2340.420.7940.370.1960.7250.1610.6820.4990.462-------------------------------------
2022.02
--0.427-0.3690.3370.5430.397---0.3920.228-0.6870.312-0.6380.1610.7120.4420.395-------------------------------------
2022.02
-0.4130.7570.5230.350.5330.7070.3470.3380.4310.4750.3110.2710.370.8250.4090.1660.8190.2530.6880.520.476-------------------------------------
2022.02
-0.4080.4810.3830.3190.4630.5840.30.2890.3770.4270.4290.1620.3140.8350.3840.1490.70.2280.6430.460.395-------------------------------------
2022.02
-0.3990.8730.4130.3620.5240.5930.3720.2670.4810.5140.5140.2540.3810.8460.3990.1970.7830.3050.7470.550.49-------------------------------------
2022.02
--0.596-0.3280.4980.6380.3290.2730.346-0.4460.230.3450.8650.4130.1650.7580.2370.6770.5020.458-------------------------------------
2022.02
-0.4420.5010.3240.3420.5680.5990.4670.273--0.540.2560.3990.8920.4080.1610.740.2670.6620.516--------------------------------------
2022.02
--0.562-0.380.5280.6480.452---0.4690.309-0.6770.4120.1770.7560.1940.7440.509--------------------------------------
2022.02
--0.6490.4070.4070.5880.6880.512---0.4350.2910.6280.6380.432-0.7750.2230.7540.528--------------------------------------
2023.02
--0.7590.4330.3390.5370.6620.3560.3010.4440.4790.4690.2630.3540.8750.4170.1590.7810.2270.679-0.474-------------------------------0.4650.502----
2023.02
--0.740.4170.3290.5310.6480.350.3010.4160.4720.4890.2490.3520.8690.4140.1540.7580.2220.675-0.466-------------------------------0.4570.494----
2023.02
--0.7110.5040.3450.5440.6860.3510.2960.3940.4580.5210.2440.3410.8140.4420.1590.7960.2280.699-0.474-------------------------------0.4710.503----
2023.06
-0.2280.656-0.3250.3290.6030.236---0.3150.3670.2990.7890.3130.1580.7530.2130.665-0.417---------------------------------1.9---
2023.06
-0.0060.166-0.0250.0270.0490.014---0.2310.0340.0250.0390.0390.0270.0490.0410.098-0.087---------------------------------7.9---
2023.06
-0.0880.386-0.140.1260.2330.148---0.4560.1160.2020.8150.1370.0740.2010.1760.385-0.246---------------------------------4.9---
2023.06
-0.0450.204-0.1530.0340.250.093---0.3760.0190.170.690.0460.0740.0710.0440.531-0.187---------------------------------6.1---
2023.06
-0.0770.173-0.1440.0390.2440.052---0.3450.030.0980.6670.1510.0190.2530.0980.481-0.089---------------------------------6.3---
2023.06
-0.2060.274-0.3170.2540.4810.245---0.3790.1670.2840.8350.2920.1490.6820.1550.649-0.358---------------------------------3.4---
2023.06
-0.2110.42-0.30.2950.4410.262---0.4340.1670.2840.8360.2760.150.6690.1560.65-0.37---------------------------------2.7---
2023.06
-0.2180.405-0.3190.310.5010.262---0.3980.1660.2870.8430.2930.1560.6890.1560.664-0.378---------------------------------2.2---
2022.12
-0.3880.654-0.2370.4460.4560.295---0.4150.240.2960.8520.2810.1220.6690.1980.507-0.405-------------------------------------
2022.12
-0.420.539-0.3080.4950.5350.349---0.5110.2050.3570.8810.3470.1490.660.2410.6-0.44-------------------------------------
2022.12
-0.4010.677-0.3050.5240.5930.317---0.2330.2020.350.8540.3920.1450.7710.1840.671-0.444-------------------------------------
2022.12
-0.4070.596-0.3280.4980.6380.329---0.4460.230.3450.8650.4130.1650.7580.2370.677-0.466-------------------------------------
2022.12
--0.679-0.332-0.5940.384---0.470.2850.3840.7060.362-0.7210.1850.672---------------------------------------
2022.12
-0.430.557-0.3290.5470.5790.424---0.5250.2190.3840.890.3910.1580.7120.2620.639-0.47-------------------------------------
2022.12
-0.4230.768-0.3390.5870.5630.348---0.4670.2680.3610.8770.3860.1640.5350.1580.656-0.46-------------------------------------
2022.12
-0.4310.796-0.3660.60.6220.364---0.5140.2830.3890.8790.410.190.5820.1540.731-0.487-------------------------------------
2022.12
-0.4410.783-0.3610.6290.6330.386---0.4940.2720.3940.8820.4240.2010.650.2240.726-0.5-------------------------------------
2025.12
--0.847-0.3780.6240.6850.458---0.4860.305-0.8680.4370.1810.8340.310.756-0.551-------------------------------------
2025.12
--0.841-0.3470.650.7050.459---0.5820.357-0.8310.4420.1720.8350.3080.759-0.561-------------------------------------
2025.12
--0.817-0.3230.5780.6520.378---0.4970.293-0.8240.3820.170.8180.2640.704-0.515-------------------------------------
2025.12
--0.769-0.3370.5870.6570.406---0.5750.283-0.7770.3770.1540.7830.3770.724-0.515-------------------------------------
2025.12
--0.83-0.3560.6040.650.401---0.4860.291-0.8330.4310.1430.8020.2340.737-0.526-------------------------------------
2025.12
--0.863-0.3160.6450.6810.455---0.5610.323-0.8790.4010.1720.7910.2990.762-0.538-------------------------------------
2025.12
--0.84-0.3420.6240.6620.435---0.4740.307-0.8460.4210.1770.7740.2940.724-0.537-------------------------------------
2025.12
--0.842-0.3540.6380.7010.449---0.5450.284-0.8370.4220.1710.8330.3160.764-0.553-------------------------------------
Showing 100 of 132 rows