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Long-context understanding on LongBench (test)

54Avg Score

BF16

4.631217.448130.26543.0819Oct 10, 2023Feb 28, 2024Jul 19, 2024Dec 8, 2024Apr 29, 2025Sep 18, 2025Feb 7, 2026
Updated 4d ago

Evaluation Results

MethodLinks
2025.12
54-45.53-----25.3627.19-------56.3772.591.6543.62--65.1-----58.65--
2025.12
53.84-41.58-----25.7527.82-------55.237688.5947.35--60.53-----61.68--
2025.05
53.8-45.5-54.747.1-34.9-27.5-------53.87391.643.87.556.763.4--------
2025.12
53.71-45.32-----25.2927.2-------55.472.591.7843.68--64.96-----57.26--
2025.12
53.68-41.19-----26.2327.66-------54.527688.5946.89--60.44-----61.6--
2025.05
52.9-44.8-54.846.2-31.9-26.8-------53.970.592.343.27.754.262.1--------
2025.12
52.89-44.32-----2527.03-------53.9271.590.8443.12--63.88-----56.39--
2025.12
52.75-40.87-----23.926.94-------53.687488.3447.54--58.64-----60.81--
2025.12
52.68-44.42-----25.2826.86-------52.172.591.4244.07--62.45-----55.04--
2025.05
52.6-43.4-55.346.5-31.3-27.2-------537091.642.57.954.861.8--------
2025.12
52.54-44.21-----25.3426.79-------53.9672.591.1442.38--62.44-----54.13--
2025.12
52.43-40.56-----24.7226.79-------53.417588.2146.97--58.08-----58.13--
2025.12
52.37-40.95-----22.0426.57-------53.367689.3247.65--58.85-----56.58--
2025.12
52.3-44.03-----25.2526.87-------51.677191.0343.61--62.15-----55.13--
2025.05
51.7-45.6-53.845.3-29-25.9-------51.269.591.341.28.254.158.5--------
2025.12
51.1-38.56-----22.4826.65-------50.477287.1347.18--57.15-----58.29--
2025.12
50.72-41.02-----24.5726.79-------45.8671.591.1443.41--60.55-----51.64--
2025.12
49.95-32.64-----22.226.46-------46.577687.5246.09--57.9-----54.16--
2025.12
49.95-35.28-----23.6126.47-------46.2772.591.2142.96--60.63-----50.63--
2025.12
49.94-37.88-----22.1625.89-------49.277086.5345.38--56.42-----55.94--
2025.12
49.73-40.64-----22.925.09-------53.597688.1644.08--49.22-----47.92--
2026.02
4830.6944.44-57.4947.1133.1632.3925.4725.55-------55.7370.591.443.398.759954.94-----47.7850.6-
2026.02
47.9530.0544.67-55.445.6229.4134.7725.1426.9-------55.977391.1643.24109955.13-----47.7950.48-
2025.12
47.9-36.51-----22.9425.82-------41.856586.2741.94--59.88-----50.87--
2026.02
47.8430.0943.84-56.0745.8131.234.7225.0526.89-------56.27391.2943.1489954.2-----46.9650.49-
2025.05
47-38.4-52.736.7-31-26.7-------34.9779014.92.567.471.9--------
2026.02
46.9228.7942.21-55.9346.9530.8934.824.1927.32-------55.986989.942.648.039949.96-----45.1249.51-
2025.02
46.9-43.2-43.735.6-30.7---------50.3----90.523.262.40.34155-----
2025.05
46.2-35.9-52.841-17.7-23.8-------44.26386368.443.652.3--------
2025.05
45.2-25.7-52.643.7-20-20.5-------44.7418939.6848.757--------
2024.04
44.73350.752.768.564.349.133.925.424.9----------------------
2025.05
44.7-37.7-52.835.8-29.8-24.9-------38.27689.515.23.564.368.4--------
2025.05
44-37.6-52.634.4-29.4-25.3-------33.67689.315363.568.5--------
43.7-40.9-3530.5-32.4---------51.2----8316.362.30.29456-----
2025.02
42.3-39.7-32.128.8-31.6---------50.2----8115.660.50.29154.8-----
2025.05
42-36.9-47.635.5-19.3-19.2-------27.97489.612.24.66266.8--------
2025.05
40.6-21.4-46.538.9-17.9-18-------31.34075.734.4845.750.7--------
2024.04
39.926.942.25662.1473933.825.126.9----------------------
2025.02
39.2-36.5-29.524.5-29.3---------49.5----79.213.556.10.25747.8-----
2025.05
39.1-32.4-44.231.5-14.3-16.5-------267386.213.43.955.663.7--------
2025.02
38.3-35.6-30.625-27.7---------47.4----76.614.351.70.25748.6-----
2024.04
37.129.939.650.253.742.332.13325.527.8----------------------
2024.04
36.69.243.150.955.343.738.93624.727.4----------------------
2024.04
36.524.435.450.252.448.230.533.625.329----------------------
2023.10
35.5---------31.334.624.646.127.848.81,822---------------
2024.04
3523.643.352.351.637.726.929.523.426.7----------------------
2025.05
35-26.7-44.233.4-11.5-12.3-------23.344.589.113.41.656.662.8--------
2023.10
32.3---------30.332.424.54127.538.11,960---------------
2024.04
30.623.533.845.942.424.320.833.324.826.8----------------------
2025.05
30.6-22.3-36.730.6-11.8-10.3-------20.445.577.79.23.549.654.1--------
2023.10
30.5---------27.430.320.349.912.542.510,295---------------
2026.02
30.3419.320.18-30.7930.1415.5428.1121.7824.91-------40.3861.579.8138.793.145.7529.35-----36.0232.16-
2025.02
30.3-30.8-11.210.1-23.1---------42.8----70.49.242.90.20842.1-----
2026.02
29.7518.5921.05-30.2629.3414.6129.4921.4625.96-------41.296278.8939.263.14530.29-----25.4431.53-
2026.02
29.7217.9419.34-29.0629.4515.129.4120.9523.86-------40.086277.8937.633.14530.7-----34.0331.5-
2025.05
29.7-25.4-14.815.8-2.8-0.01-------39.572.569.77.73.558.561.2--------
2024.04
29.512.426.436.846.640.425.829.320.727.1----------------------
2026.02
28.9717.1819.79-30.1428.9314.5126.6120.3924.54-------38.956071.5838.372.5531.5-----33.4830.73-
2024.04
28.919.633.238.842.931.217.427.522.426.6----------------------
2025.12
28.85-16.69-----18.2724.88-------27.714248.0822.2--28.4-----31.46--
2025.05
28.3-24.5-15.615.3-2.7-0.1-------40.57268.38.52.555.256.5--------
2025.05
28.2-24.1-15.215.5-3-0.01-------40.87266.78.62.554.857.9--------
2024.04
27.518.733.849.128.623.412.530.623.727.5----------------------
2025.05
27.3-24.1-13.615.3-1.3-0.01-------36.868.568.17.62.554.157.4--------
2024.04
26.421.131.546.225.320.89.832.42426.5----------------------
2025.05
26.2-19.9-11.813.2-0.5-0.1-------33.26764.59.43.550.253.7--------
2024.04
25.316.927.741.431.520.69.730.822.726.4----------------------
2025.05
23.3-14.9-13.113-3.3-0.01-------33.54563.86.6348.853.7--------
2023.10
22.7---------20.622.322.435.6035.41,950---------------
2025.05
20.4-11-11.112.1-3.1-0.1-------2941.555.55.1343.146.2--------
2023.10
20.2---------16.123.521.821.42.535.91,925---------------
2025.12
18.89-10.95-----17.520.37-------22.64219.848.18--30.29-----29.2--
2023.10
16.7---------11.613.721.116.27.5301,947---------------
2023.10
12.5---------2.42.616.48.7044.71,985---------------
2026.01
7.412.384.68-2.973.581.8718.5912.5815.01--6.41------6.44---12.72--1.491.6913.37---
2026.01
6.972.284.57-2.363.371.618.3612.2314.96--5.16------5.49---12.33--0.11.113.63---
2026.01
6.922.354.45-2.134.972.2216.8111.7515.11--6.24------7.47---9.92--1.180.7611.56---
2026.01
6.862.484.73-2.242.861.5417.9112.4615.98--6.85------7.61---9.98--0.410.5310.42---
2026.01
6.622.24.7-2.383.561.6917.6512.5714--4.97------7.03---9.49--1.510.7210.15---
2026.01
6.532.134.53-2.313.231.6717.7211.4215.34--3.94------0.7---12.55--0.271.9813.59---
2024.05
-26.8233.06-42.7727.3319.2732.8524.2527.06-------49.287186.2342.982.7586.9855.51--------
2024.05
-22.6129.06-36.5420.616.253023.826.75-------47.2270.586.1642.973.4686.3853.72--------
2024.05
-27.0432.59-43.9124.9718.331.4623.8526.64-------49.387186.9343.63.0479.5654.79--------
2024.12
----------35.829.424.265.8------------------
2024.12
----------30.827.221.460------------------
2026.02
-------------------------------15.1
2026.02
-------------------------------15.5
2026.02
-------------------------------17.2
2026.02
-------------------------------16.8
2026.02
-------------------------------18
2026.02
-------------------------------20
2026.02
-------------------------------20.8
2026.02
-------------------------------21.5
2026.02
-------------------------------21.8
2026.02
-------------------------------23.2
2026.02
-------------------------------22.5
2026.02
-------------------------------23.8
2026.02
-------------------------------24.8
2026.02
-------------------------------25.1
2026.02
-------------------------------28.1
Showing 100 of 120 rows