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Information Retrieval on BEIR (test)

75.7TREC-COVID Score

BM25

-2.4081617.8699238.14858.42608Dec 2, 2021Aug 14, 2022Apr 27, 2023Jan 8, 2024Sep 19, 2024Jun 2, 2025Feb 13, 2026
Updated 3d ago

Evaluation Results

MethodLinks
2021.12
75.741.3-3553.370.734.7---31.127.13782.540.916.681.925.368.848.6-49.53--------
2023.04
74.4--30.1--26---32.1----12.7--58.639-----------
2022.12
73.8--33.856.266.735.6---46.326.3--44.615.478.517.669.347-----------
2021.12
73.8--33.856.266.735.6----26.3--44.6----------------
2023.04
73.3--23.1--29.5---31.4----12.2--50.836.7-----------
2022.12
73--31.551.958.631.5---40.325.6--39.614.166.821.459.442.8-----------
2023.04
71.8--31.6--30.2---34.3----14.9--63.941.1-----------
2022.12
71.5--32.951.466.131.1---3930.2--40.61569.617.568.644.5-----------
2023.04
71.3--32.8--29.1---34.9----16.2--67.541.9-----------
2022.12
71.2--32.548.756.327.6---29.919.1--36.313.749.514.461.538.9-----------
2021.12
7143.3-33.452.168.433.6---47.936.4-83.843.515.878.623.569.3--50.61--------
2022.12
71--33.452.168.433.6---47.927.2--43.515.878.623.569.342.4-----------
2021.12
71--33.452.168.433.6----27.2--43.5----------------
2021.12
70.147-34.457.771.536.7---41.329.837.782.447.117.181.925.869.250.2-51.29--------
2023.04
68.8--33.5--30.7---40----16.3--61.441.8-----------
2021.12
67.740.1-30.552.459.331.7---23.320.23585.439.214.577.118.467.144.4-45.10--------
2021.12
67.7--30.552.459.331.7-------39.2----------------
2021.12
67.6--24.444.246.229.6-------28.4----------------
2022.12
67.5--29.350.553.330.2---45.124.7--35.613.167.61856.841-----------
2021.12
67.5--29.350.553.330.2----24.7--35.6----------------
2021.12
65.622.8-32.532.960.323.6---31.536.729.978.931.315.875.321.366.543-441--------
2022.12
65.6--32.532.960.323.6---31.536.7--31.315.875.321.366.541.1-----------
2021.12
65.438.8-23.744.645.629.5---41.52429.685.228.112.266.919.850.740.5-41.30--------
2022.12
65.4-----30-38.2-41.5---28.1---50.7-----81.693.745.758.131.939.8-
2022.12
65.4--23.744.645.629.5---41.524--28.112.266.919.850.737.7-----------
2021.12
65.4--23.744.645.629.5-------28.1----------------
2021.12
61.940.8-31.935.853.430.8---49.318.234.78332.814.366.917.564.442.5-43.11--------
2023.04
61.2--30--35.1---37.3----14--58.439.3-----------
2021.12
59.640.7-32.849.863.832.9---44.62334.586.541.316.575.823.767.746.6-47.51--------
2022.12
59.6-----32.9-42.8-44.6---41.3---67.7-----94.797.740.765.654.149.2-
2022.12
59.5-----23.6-39.5-39.7---31.8---67.9-----92.593.249.85446.844.7-
2022.12
59.3-----27.3-44-46.6---36.8---69.1-----96.497.941.462.147.250.9-
2023.04
58.9--33.5--23.6---29.1----14.8--67.437.8-----------
2022.12
58.4--31.55058.930.8---41.320.3--38.114.673.420.462.142-----------
2021.12
56.1--20.839.837.127.5-------23.6----------------
2021.12
49.865.8-25767453.9---94.253.860.697.339.835.693.143.690.863.4-63.62--------
2021.12
48.140.8-31.946.358.430---42.916.231.483.538.414.97022.864.342.8-43.70--------
2022.12
48.1--31.946.358.430---42.916.2--38.414.97022.864.340.4-----------
2021.12
48.1--31.946.358.430-------38.4----------------
2021.12
46.486.5-25.491.274.860.3---91.443.962.498.946.134.493.444.487.864.3-64.50--------
2021.12
45.785.2-23.283.657.858.1---93.745.857.998.731.926.99044.581.660-60.10--------
2021.12
45.688.4-2886.267.361.8---97.845.165.498.843.333.292.84589.364.2-64.21--------
2021.12
40.789.1-3092.577.765.6---97.729.466.399.354.137.894.957.494.767-67.17--------
2021.12
38.788.4-2890.372.859.3---94.243.162.298.649.933.593.753.489.164.8-650--------
2021.12
33.217.7-18.947.439.111.2---17.513.115.324.826.37.756.214.831.825.5-26.30--------
2022.12
33.2-----29.5-16.1-17.5---26.3---31.8-----72.775.121.234.234.921.5-
2022.12
33.2--18.947.439.111.2---17.513.1--26.37.756.214.831.826.4-----------
2026.02
31.1--25.9245.9143.3324.87---31.7966.1423.9881.2629.7310.3964.2422.0552.0839.49-----------
2026.02
30.8--24.8445.3442.224.42---28.6663.3423.2880.8128.499.8364.6621.3148.6438.33-----------
2026.02
30.72--24.6643.1343.0224.4---34.8765.2426.7381.5828.8210.3264.121.550.3539.25-----------
2026.02
29.33--23.4143.2240.6823.52---28.459.7823.680.3627.678.6263.4821.0846.2737.1-----------
2026.02
28.65--25.4142.8941.1923.53---39.5262.2824.5865.8830.4910.2761.121.0450.637.67-----------
2022.12
27.3-----24.5-34.8-37.9---29.2---64.9-----92.690.117.256.245.342.3-
2021.12
21.255.2-20.88859.134.2---75.130.140.34734.921.9843972.747.7-48.30--------
2023.04
14.7--20--11.6---42.5----6.8--42.330-----------
2021.12
12.3--27.7938262.1---97.235.4-98.757.536.495.152.492--64.84--------
2022.02
0.8070.3880.3840.3390.4670.5280.3330.2490.4380.4490.5050.2350.3490.8560.3470.1650.7280.2720.7020.4530.514----------
2023.05
0.7950.421-0.3570.5060.610.301---0.490.2350.3740.870.3910.1610.760.220.72-----------0.485
2022.02
0.7910.290.5470.3470.4010.6990.4010.3230.4660.480.2860.2340.420.7940.370.1960.7250.1610.6820.462-----------
2023.05
0.7890.419-0.3550.5050.6160.307---0.4930.2380.370.8670.3910.160.7510.2110.709-----------0.483
2022.02
0.7850.3610.3470.3210.430.4990.30.250.4240.4210.4970.2450.320.8530.3150.1610.6820.2660.6830.4330.495----------
2022.02
0.7620.2780.5460.3330.3840.6910.3690.320.4340.4490.2930.2560.4050.7920.3670.1860.6980.1380.6760.45-----------
2022.02
0.7570.4130.5230.350.5330.7070.3470.3380.4310.4750.3110.2710.370.8250.4090.1660.8190.2530.6880.476-----------
2022.02
0.7380.2790.2720.2280.2970.4090.2110.2360.3190.3130.4550.230.2490.730.2270.1210.6050.2180.5690.3570.42----------
2022.02
0.7080.2490.5170.3190.3580.6470.3050.3430.4090.4380.3790.3350.3640.810.3410.1760.7060.1790.6530.444-----------
2022.02
0.7050.2530.5180.3230.3660.6490.3130.3420.4180.4440.3760.3350.3670.810.340.1770.7230.1890.6570.447-----------
2023.05
0.7--0.3450.4830.5820.344---0.5570.2550.3570.8360.3840.1690.7590.2350.674-----------0.477
2022.02
0.6880.2280.4880.3060.3260.6020.2540.330.4050.4250.4720.3470.3260.8080.320.1650.6490.1860.6110.428-----------
2022.02
0.6880.2280.4880.3060.3260.6020.2540.330.4050.4250.4720.3470.3260.8080.320.1650.6490.1860.6110.4280.477----------
2023.05
0.6770.401-0.3050.5240.5930.317---0.2330.2020.350.8540.3920.1450.7710.1840.671-----------0.444
2023.05
0.6760.388-0.2440.4420.4620.296---0.4180.3150.2970.8560.2840.1240.680.2060.502-----------0.414
2023.05
0.6560.228-0.3250.3290.6030.236---0.4140.3670.2990.7890.3130.1580.7530.2130.665-----------0.437
2022.02
0.627--0.358---0.313-----------------------
2023.05
0.6190.408-0.3190.3580.5340.308---0.4930.1820.3470.830.3280.1430.6690.1750.644-----------0.425
2022.02
0.616--0.336--0.320.313--0.1660.3320.3280.786-0.161--0.727------------
2023.05
0.5960.407-0.3280.4980.6380.329---0.4460.230.3450.8650.4130.1650.7580.2370.677-----------0.466
2022.12
-----------------------65.6-------
2022.12
-----------------------33.2-------
2022.12
-----------------------65.4-------
2022.12
-----------------------48.9-------
2022.12
-----------------------62.6-------
2022.12
-----------------------59.6-------
2022.12
-----------------------68.3-------
2022.12
-----------------------74.6-------
2022.12
-----------------------76-------
2025.02
-----------------------43.7-------
2025.02
-----------------------47.5-------
2025.02
-----------------------50.2-------
2025.02
-----------------------51.9-------
2025.02
-----------------------55-------
2025.02
-----------------------50.2-------
2025.02
-----------------------54.3-------
2025.02
-----------------------56.9-------
2025.02
-----------------------56.9-------
2025.02
-----------------------52.1-------
2025.02
-----------------------56.1-------
2025.02
-----------------------52.9-------
2025.02
-----------------------54.1-------
2025.02
-----------------------50-------
2025.02
-----------------------57.2-------
Showing 100 of 123 rows